candidate_id,rank,score,reasoning CAND_0021486,1,0.7818,"Short notice period | Currently Computer Vision Engineer at Paytm | Mid-career (6y) with growth trajectory across 2 roles | Strong skill alignment (5 matched) | Multiple advanced skills — strong technical depth | High demand (14 saves by recruiters in 30d) | Active open-source contributor | Highly responsive to recruiters (77%) | Fully verified profile | Based in Chennai | Gaps: nlp, tensorflow | Education: B.E. in Machine Learning" CAND_0065991,2,0.7561,"Actively seeking new opportunities. Short notice period. Currently Data Scientist at Haptik. Key signals: Mid-career (5y) with growth trajectory across 2 roles. Key match: python, machine learning, pytorch, deep learning. Multiple advanced skills — strong technical depth. High demand (17 saves by recruiters in 30d). Active open-source contributor. Based in Bangalore. Gaps: nlp, mysql. Education: M.E. in Artificial Intelligence" CAND_0073727,3,0.7375,"Actively seeking new opportunities. Currently Backend Engineer at Nykaa. Mid-career (5y) with growth trajectory across 2 roles. Strong skill alignment (5 matched). High demand (26 saves by recruiters in 30d). Fully verified profile. Based in Mumbai. Gaps: redis, kafka. Education: M.S. in Computer Engineering" CAND_0006335,4,0.7247,"Actively seeking new opportunities. Immediate joiner. Currently Java Developer at Infosys. Key signals: Background includes Infosys (enterprise experience). Senior profile with 9+ years across 3 roles. Key match: sql, kafka, spring boot. High demand (12 saves by recruiters in 30d). Based in Hyderabad. Gaps: microservices, hibernate, java. Education: B.E. in Computer Science" CAND_0060472,5,0.7238,"Actively seeking new opportunities. Immediate joiner. Currently Computer Vision Engineer at Paytm. Mid-career (4y) with growth trajectory across 2 roles — Key match: computer vision, python, nlp, deep learning. Multiple advanced skills — strong technical depth. High demand (29 saves by recruiters in 30d). Fully verified profile. Strong interview-to-offer conversion. Based in Chennai. Gaps: ml, tensorflow, torch. Education: M.S. in Artificial Intelligence" CAND_0005685,6,0.6963,"Actively seeking new opportunities. Currently Computer Vision Engineer at HCL. Background includes HCL (enterprise experience). Key signals: Mid-career (7y) with growth trajectory across 3 roles. Key match: computer vision, python, pytorch, deep learning. Multiple advanced skills — strong technical depth. High demand (14 saves by recruiters in 30d). Based in Chennai. Gaps: ml, nlp, tf. Education: M.Sc in Data Science" CAND_0048360,7,0.688,"Actively seeking new opportunities. Currently Computer Vision Engineer at Razorpay. From Razorpay (top-tier product company). Early career (3y) with foundational experience — Key match: computer vision, python, deep learning. Multiple advanced skills — strong technical depth. High demand (44 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Based in Chennai. Missing 4 secondary skills. Education: M.Sc in Information Technology" CAND_0062009,8,0.6856,"Actively seeking new opportunities. Currently Junior ML Engineer at Freshworks. Mid-career (6y) with growth trajectory across 2 roles. Key match: machine learning, pytorch, deep learning, python3 — Multiple advanced skills — strong technical depth. Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Bangalore. Gaps: sql, nlp. Education: B.Sc in Artificial Intelligence" CAND_0035598,9,0.685,"Actively seeking new opportunities | Currently Senior Software Engineer at Mphasis | Background includes Mphasis (enterprise experience) | Mid-career (4y) with growth trajectory | Key match: redis, flask, python3, fastapi | Multiple advanced skills — strong technical depth | Active open-source contributor | Strong interview-to-offer conversion | Based in Pune | Missing 4 secondary skills | Education: B.Tech in Data Science" CAND_0025663,10,0.6785,"Currently Computer Vision Engineer at Razorpay. From Razorpay (top-tier product company). Mid-career (6y) with growth trajectory across 3 roles. Key signals: Key match: computer vision, python, nlp, pytorch. Multiple advanced skills — strong technical depth. Fully verified profile. Based in Chennai. Gaps: ml, deep learning, tf. Education: M.Sc in Data Science" CAND_0079900,11,0.6747,"Currently Senior Data Engineer at PolicyBazaar. Mid-career (7y) with growth trajectory across 2 roles. Key match: python, kafka. High demand (16 saves by recruiters in 30d) — Highly responsive to recruiters (73%). Strong interview-to-offer conversion. Based in Pune. Missing 4 secondary skills. Education: M.Tech in Artificial Intelligence" CAND_0045077,12,0.6727,"Actively seeking new opportunities | Currently Full Stack Developer at Initech | Mid-career (4y) with growth trajectory across 2 roles | Key match: nodejs, mongodb, aws | High demand (13 saves by recruiters in 30d) | Fully verified profile | Based in Hyderabad | Gaps: next.js, react, typescript | Education: B.Sc in Statistics" CAND_0060021,13,0.6721,"Currently Full Stack Developer at Mphasis. Background includes Mphasis (enterprise experience). Mid-career (7y) with growth trajectory across 3 roles. Key signals: Strong skill alignment (5 matched). Multiple advanced skills — strong technical depth. Strong interview-to-offer conversion. Based in Pune. Gaps: flask, python3, postgresql. Education: Ph.D in Machine Learning" CAND_0037776,14,0.6708,"Currently DevOps Engineer at TCS. Background includes TCS (enterprise experience). Mid-career (4y) with growth trajectory across 2 roles. Key match: ci/cd, docker, aws, kubernetes. High demand (20 saves by recruiters in 30d). Fully verified profile. Based in Hyderabad. Gaps: terraform, jenkins, devops. Education: Ph.D in Mechanical Engineering" CAND_0043384,15,0.6682,"Actively seeking new opportunities. Short notice period. Currently Computer Vision Engineer at Razorpay. Key signals: From Razorpay (top-tier product company). Mid-career (5y) with growth trajectory across 2 roles. Key match: computer vision, machine learning, pytorch, python. Multiple advanced skills — strong technical depth. High demand (48 saves by recruiters in 30d). Active open-source contributor. Highly responsive to recruiters (83%). Fully verified profile. Based in Chennai. Gaps: nlp, tensorflow, deep learning. Education: M.E. in Computer Science" CAND_0074221,16,0.6673,"Short notice period. Currently Data Engineer at Wipro. Background includes Wipro (enterprise experience). Mid-career (6y) with growth trajectory across 2 roles — Key match: python3, kafka. Active open-source contributor. Based in Pune. Missing 4 secondary skills. Education: B.Tech in Mechanical Engineering" CAND_0097800,17,0.6552,"Currently Backend Engineer at CRED. From CRED (top-tier product company). Mid-career (6y) with growth trajectory across 2 roles. Key match: sql, python, fastapi. Multiple advanced skills — strong technical depth. High demand (27 saves by recruiters in 30d). Highly responsive to recruiters (76%). Based in Mumbai. Missing 4 secondary skills. Education: M.S. in Information Technology" CAND_0011125,18,0.6539,"Actively seeking new opportunities. Currently ML Engineer at Glance. Mid-career (7y) with growth trajectory across 4 roles. Key match: sql, machine learning, pytorch, python3. Multiple advanced skills — strong technical depth. High demand (45 saves by recruiters in 30d). Highly responsive to recruiters (82%). Fully verified profile. Based in Bangalore. Gaps: nlp, deep learning. Education: M.E. in Computer Engineering" CAND_0074326,19,0.6534,"Actively seeking new opportunities. Short notice period. Currently Computer Vision Engineer at Razorpay. Key signals: From Razorpay (top-tier product company). Mid-career (5y) with growth trajectory across 2 roles. Key match: computer vision, python, pytorch. Multiple advanced skills — strong technical depth. High demand (48 saves by recruiters in 30d). Active open-source contributor. Highly responsive to recruiters (83%). Fully verified profile. Based in Chennai. Missing 4 secondary skills. Education: M.E. in Computer Science" CAND_0058560,20,0.6497,"Actively seeking new opportunities. Currently Full Stack Developer at Pied Piper. Mid-career (4y) with growth trajectory across 2 roles. Key signals: Key match: tailwind, css, react, typescript. Active open-source contributor. Strong interview-to-offer conversion. Based in Bangalore. Gaps: next.js, javascript, html. Education: B.Tech in Machine Learning" CAND_0025857,21,0.6473,Actively seeking new opportunities. Short notice period. Currently Java Developer at Infosys. Background includes Infosys (enterprise experience). Senior profile with 10+ years across 3 roles. Key match: java. Based in Bangalore. Missing 5 secondary skills. Education: B.Sc in Data Science CAND_0028422,22,0.6427,"Actively seeking new opportunities. Currently Junior ML Engineer at Yellow.ai. Mid-career (6y) with growth trajectory across 3 roles. Key match: computer vision, python, deep learning. Multiple advanced skills — strong technical depth. High demand (14 saves by recruiters in 30d). Active open-source contributor. Highly responsive to recruiters (76%). Fully verified profile. Strong interview-to-offer conversion. Based in Chennai. Missing 4 secondary skills. Education: B.Tech in Electrical Engineering" CAND_0041558,23,0.6421,"Actively seeking new opportunities | Currently Full Stack Developer at Dunder Mifflin | Senior profile with 8+ years across 3 roles | Strong skill alignment (6 matched) | Multiple advanced skills — strong technical depth | Based in Pune | Gaps: flask, fastapi | Education: M.Tech in Electrical Engineering" CAND_0014332,24,0.642,"Currently Backend Engineer at Razorpay. From Razorpay (top-tier product company). Mid-career (8y) with growth trajectory across 3 roles. Key match: sql, python, redis, fastapi. Multiple advanced skills — strong technical depth. Strong interview-to-offer conversion. Based in Mumbai. Gaps: django, docker, kafka. Education: B.Sc in Computer Science" CAND_0029363,25,0.6384,"Currently Backend Engineer at CRED. From CRED (top-tier product company). Mid-career (6y) with growth trajectory across 2 roles. Key match: sql, python, fastapi. Multiple advanced skills — strong technical depth. High demand (27 saves by recruiters in 30d). Highly responsive to recruiters (76%). Based in Mumbai. Missing 4 secondary skills. Education: M.S. in Information Technology" CAND_0041016,26,0.6381,"Actively seeking new opportunities. Currently Junior ML Engineer at Zomato. From Zomato (top-tier product company). Key signals: Mid-career (5y) with growth trajectory across 3 roles. Key match: sql, machine learning, deep learning, python3. Multiple advanced skills — strong technical depth. High demand (18 saves by recruiters in 30d). Highly responsive to recruiters (80%). Strong interview-to-offer conversion. Based in Bangalore. Gaps: pytorch, nlp. Education: M.Tech in Information Technology" CAND_0028586,27,0.6375,"Actively seeking new opportunities. Currently Java Developer at Cognizant. Background includes Cognizant (enterprise experience). Key signals: Mid-career (7y) with growth trajectory across 3 roles. Key match: javascript, java. Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Bangalore. Missing 4 secondary skills. Education: B.Tech in Artificial Intelligence" CAND_0074621,28,0.6303,"Actively seeking new opportunities. Currently ML Engineer at HCL. Background includes HCL (enterprise experience). Mid-career (7y) with growth trajectory across 3 roles — Key match: computer vision, python, pytorch, deep learning. Multiple advanced skills — strong technical depth. High demand (37 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Based in Chennai. Gaps: ml, natural language processing, tensorflow. Education: B.Sc in Statistics" CAND_0051459,29,0.6302,Currently Mobile Developer at Cognizant | Background includes Cognizant (enterprise experience) | Senior profile with 9+ years across 4 roles | Strong skill alignment (6 matched) | Active open-source contributor | Fully verified profile | Based in Hyderabad | Education: M.E. in Electronics CAND_0001608,30,0.6298,"Actively seeking new opportunities | Short notice period | Currently Senior Software Engineer (ML) at Meesho | Mid-career (5y) with growth trajectory across 2 roles | Key match: computer vision, python, pytorch | Multiple advanced skills — strong technical depth | High demand (14 saves by recruiters in 30d) | Highly responsive to recruiters (75%) | Fully verified profile | Based in Chennai | Missing 4 secondary skills | Education: M.E. in Computer Science" CAND_0031303,31,0.6288,"Immediate joiner | Currently DevOps Engineer at Infosys | Background includes Infosys (enterprise experience) | Senior profile with 10+ years across 3 roles | Strong skill alignment (5 matched) | High demand (12 saves by recruiters in 30d) | Highly responsive to recruiters (75%) | Based in Hyderabad | Gaps: jenkins, devops | Education: M.Sc in Information Technology" CAND_0095042,32,0.6282,"Actively seeking new opportunities | Currently Junior ML Engineer at Zomato | From Zomato (top-tier product company) | Mid-career (5y) with growth trajectory across 3 roles | Key match: python, machine learning, deep learning, sql | Multiple advanced skills — strong technical depth | High demand (18 saves by recruiters in 30d) | Highly responsive to recruiters (80%) | Strong interview-to-offer conversion | Based in Bangalore | Gaps: torch, nlp | Education: M.Tech in Information Technology" CAND_0084888,33,0.6253,"Currently ML Engineer at Glance. Mid-career (7y) with growth trajectory across 2 roles. Key match: python, machine learning, pytorch, deep learning. Multiple advanced skills — strong technical depth. High demand (12 saves by recruiters in 30d). Fully verified profile. Based in Chennai. Gaps: computer vision, nlp, tensorflow. Education: M.S. in Computer Science" CAND_0010149,34,0.6224,"Actively seeking new opportunities | Currently ML Engineer at Glance | Mid-career (7y) with growth trajectory across 4 roles | Key match: sql, machine learning, pytorch, python3 | Multiple advanced skills — strong technical depth | High demand (45 saves by recruiters in 30d) | Highly responsive to recruiters (82%) | Fully verified profile | Based in Bangalore | Gaps: nlp, deep learning | Education: M.E. in Computer Engineering" CAND_0018454,35,0.6202,Immediate joiner. Currently Data Scientist at Locobuzz. Mid-career (4y) with growth trajectory across 2 roles. Strong skill alignment (6 matched) — Multiple advanced skills — strong technical depth. High demand (23 saves by recruiters in 30d). Strong interview-to-offer conversion. Based in Chennai. Gaps: tensorflow. Education: M.S. in Physics CAND_0096732,36,0.6191,"Actively seeking new opportunities. Currently Backend Engineer at Mphasis. Background includes Mphasis (enterprise experience). Mid-career (7y) with growth trajectory across 2 roles. Key match: sql, python, fastapi. Multiple advanced skills — strong technical depth. High demand (12 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Based in Mumbai. Missing 4 secondary skills. Education: B.Sc in Computer Science" CAND_0077378,37,0.6151,"Actively seeking new opportunities | Currently Full Stack Developer at Tech Mahindra | Background includes Tech Mahindra (enterprise experience) | Senior profile with 10+ years across 3 roles | Key match: python, microservices, javascript | High demand (17 saves by recruiters in 30d) | Based in Bangalore | Gaps: distributed systems, postgresql, java | Education: B.E. in Commerce" CAND_0036001,38,0.6149,"Short notice period. Currently Software Engineer at Pied Piper. Senior profile with 8+ years across 2 roles. Key match: microservices, javascript, postgresql — Multiple advanced skills — strong technical depth. High demand (17 saves by recruiters in 30d). Strong interview-to-offer conversion. Based in Bangalore. Gaps: python, distributed systems, java. Education: M.Sc in Computer Engineering" CAND_0097472,39,0.6141,"Currently Junior ML Engineer at Flipkart. From Flipkart (top-tier product company). Mid-career (6y) with growth trajectory across 2 roles. Key match: python, machine learning, pytorch, deep learning — Multiple advanced skills — strong technical depth. High demand (41 saves by recruiters in 30d). Based in Chennai. Gaps: computer vision, nlp, tensorflow. Education: Ph.D in Machine Learning" CAND_0046616,40,0.6111,"Currently Java Developer at Mphasis. Background includes Mphasis (enterprise experience). Mid-career (5y) with growth trajectory across 2 roles. Key match: python, javascript, postgresql — Multiple advanced skills — strong technical depth. High demand (19 saves by recruiters in 30d). Based in Bangalore. Gaps: microservices, distributed systems, java. Education: B.Tech in Electrical Engineering" CAND_0050703,41,0.6102,"Actively seeking new opportunities | Currently .NET Developer at Pied Piper | Mid-career (6y) with growth trajectory across 3 roles | Strong skill alignment (5 matched) | High demand (20 saves by recruiters in 30d) | Active open-source contributor | Based in Pune | Gaps: aws, flask, fastapi | Education: M.S. in Commerce" CAND_0006287,42,0.6084,Currently Mobile Developer at Cognizant. Background includes Cognizant (enterprise experience). Senior profile with 9+ years across 4 roles. Strong skill alignment (5 matched) — Active open-source contributor. Fully verified profile. Based in Hyderabad. Gaps: reactjs. Education: M.E. in Electronics CAND_0069582,43,0.6067,"Currently ML Engineer at Glance. Mid-career (7y) with growth trajectory across 2 roles. Key match: python, pytorch, deep learning. Key signals: Multiple advanced skills — strong technical depth. High demand (12 saves by recruiters in 30d). Fully verified profile. Based in Chennai. Missing 4 secondary skills. Education: M.S. in Computer Science" CAND_0013192,44,0.6046,"Currently Data Engineer at Pied Piper. Early career (4y) with foundational experience. Key match: python, airflow, aws. Multiple advanced skills — strong technical depth. High demand (14 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Pune. Gaps: spark, snowflake, kafka. Education: M.Sc in Information Technology" CAND_0099751,45,0.6046,"Immediate joiner. Currently Data Scientist at Locobuzz. Mid-career (4y) with growth trajectory across 2 roles. Strong skill alignment (5 matched) — Multiple advanced skills — strong technical depth. High demand (23 saves by recruiters in 30d). Strong interview-to-offer conversion. Based in Chennai. Gaps: ml, tensorflow. Education: M.S. in Physics" CAND_0092889,46,0.6044,Currently Cloud Engineer at TCS. Background includes TCS (enterprise experience). Mid-career (7y) with growth trajectory across 2 roles. Key match: aws — Strong interview-to-offer conversion. Based in Bangalore. Missing 6 secondary skills. Education: M.Sc in Computer Engineering CAND_0032476,47,0.6041,Currently Data Analyst at Cognizant. Background includes Cognizant (enterprise experience). Mid-career (5y) with growth trajectory across 2 roles. Key match: python — High demand (15 saves by recruiters in 30d). Active open-source contributor. Highly responsive to recruiters (79%). Fully verified profile. Strong interview-to-offer conversion. Based in Mumbai. Missing 6 secondary skills. Education: Ph.D in Artificial Intelligence CAND_0095567,48,0.6041,"Currently Data Scientist at Genpact AI | Mid-career (5y) with growth trajectory across 2 roles | Key match: python, machine learning, pytorch | Multiple advanced skills — strong technical depth | High demand (26 saves by recruiters in 30d) | Active open-source contributor | Fully verified profile | Strong interview-to-offer conversion | Based in Bangalore | Gaps: sql, nlp, deep learning | Education: M.S. in Information Technology" CAND_0082777,49,0.6038,"Currently DevOps Engineer at Swiggy. From Swiggy (top-tier product company). Senior profile with 9+ years across 5 roles. Key match: docker, ci/cd, aws, kubernetes — High demand (20 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Based in Bangalore. Gaps: terraform, prometheus, devops. Education: M.Tech in MBA" CAND_0077024,50,0.6026,"Currently Frontend Engineer at Razorpay | From Razorpay (top-tier product company) | Mid-career (6y) with growth trajectory across 2 roles | Key match: react, css | High demand (19 saves by recruiters in 30d) | Based in Bangalore | Missing 5 secondary skills | Education: M.E. in Mathematics" CAND_0077529,51,0.6024,"Currently DevOps Engineer at TCS. Background includes TCS (enterprise experience). Mid-career (5y) with growth trajectory across 3 roles. Key match: ci/cd, docker, aws, kubernetes. High demand (15 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Hyderabad. Gaps: terraform, jenkins, devops. Education: B.Sc in Physics" CAND_0064564,52,0.6012,"Actively seeking new opportunities. Currently Full Stack Developer at HCL. Background includes HCL (enterprise experience). Key signals: Senior profile with 8+ years across 4 roles. Strong skill alignment (5 matched). Active open-source contributor. Strong interview-to-offer conversion. Based in Pune. Gaps: postgresql, flask, fastapi. Education: M.Sc in Information Technology" CAND_0014104,53,0.5995,Currently Mobile Developer at Cognizant. Background includes Cognizant (enterprise experience). Senior profile with 9+ years across 4 roles. Strong skill alignment (5 matched) — Active open-source contributor. Fully verified profile. Based in Hyderabad. Gaps: node. Education: M.E. in Electronics CAND_0061953,54,0.5973,"Actively seeking new opportunities. Short notice period. Currently .NET Developer at Mphasis. Background includes Mphasis (enterprise experience) — Senior profile with 10+ years across 3 roles. Key match: javascript, python3. Highly responsive to recruiters (73%). Strong interview-to-offer conversion. Based in Bangalore. Missing 4 secondary skills. Education: B.E. in Information Technology" CAND_0094857,55,0.5962,"Short notice period. Currently Java Developer at TCS. Background includes TCS (enterprise experience). Senior profile with 10+ years across 4 roles. Key match: python, javascript. Fully verified profile. Based in Bangalore. Missing 4 secondary skills. Education: M.E. in Data Science" CAND_0085493,56,0.5948,"Currently Mobile Developer at Pied Piper. Mid-career (8y) with growth trajectory across 3 roles. Key match: django, docker, python3, aws. High demand (14 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Pune. Missing 4 secondary skills. Education: B.Tech in Commerce" CAND_0071880,57,0.5943,"Immediate joiner. Currently Senior Software Engineer (ML) at Locobuzz. Mid-career (6y) with growth trajectory across 2 roles. Key match: python, machine learning, pytorch. Multiple advanced skills — strong technical depth. High demand (20 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Bangalore. Gaps: nlp, deep learning, mysql. Education: M.E. in Computer Engineering" CAND_0055139,58,0.5933,"Actively seeking new opportunities. Currently ML Engineer at HCL. Background includes HCL (enterprise experience). Mid-career (7y) with growth trajectory across 3 roles — Strong skill alignment (5 matched). Multiple advanced skills — strong technical depth. High demand (37 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Based in Chennai. Gaps: nlp, tensorflow. Education: B.Sc in Statistics" CAND_0090385,59,0.5927,"Actively seeking new opportunities. Currently Full Stack Developer at HCL. Background includes HCL (enterprise experience). Senior profile with 8+ years across 4 roles. Key match: redis, django, docker, aws. Active open-source contributor. Strong interview-to-offer conversion. Based in Pune. Missing 4 secondary skills. Education: M.Sc in Information Technology" CAND_0028020,60,0.5922,"Currently DevOps Engineer at Swiggy | From Swiggy (top-tier product company) | Senior profile with 9+ years across 5 roles | Key match: ci/cd, docker, aws, kubernetes | High demand (20 saves by recruiters in 30d) | Active open-source contributor | Fully verified profile | Based in Bangalore | Gaps: terraform, prometheus, devops | Education: M.Tech in MBA" CAND_0032322,61,0.5918,"Actively seeking new opportunities. Currently Full Stack Developer at Dunder Mifflin. Mid-career (5y) with growth trajectory across 2 roles. Key signals: Key match: next.js, react, typescript, aws. Based in Hyderabad. Gaps: node, mongodb. Education: M.Sc in Physics" CAND_0088385,62,0.591,"Actively seeking new opportunities. Currently Computer Vision Engineer at Swiggy. From Swiggy (top-tier product company). Mid-career (7y) with growth trajectory across 4 roles. Key match: machine learning, pytorch, deep learning, python3. Multiple advanced skills — strong technical depth. Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Bangalore. Gaps: sql, nlp. Education: M.Tech in Data Science" CAND_0018961,63,0.5899,"Actively seeking new opportunities. Currently ML Engineer at Glance. Mid-career (7y) with growth trajectory across 4 roles. Key match: python, machine learning, pytorch. Multiple advanced skills — strong technical depth. High demand (45 saves by recruiters in 30d). Highly responsive to recruiters (82%). Fully verified profile. Based in Bangalore. Gaps: nlp, deep learning, mysql. Education: M.E. in Computer Engineering" CAND_0019724,64,0.5895,"Actively seeking new opportunities. Short notice period. Currently Data Engineer at Freshworks. Mid-career (8y) with growth trajectory across 2 roles — Key match: python, aws, snowflake. Multiple advanced skills — strong technical depth. High demand (21 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Pune. Gaps: spark, airflow, kafka. Education: M.S. in Statistics" CAND_0022435,65,0.5855,"Actively seeking new opportunities. Short notice period. Currently Data Engineer at Freshworks. Mid-career (8y) with growth trajectory across 2 roles. Key match: python, aws, snowflake. Multiple advanced skills — strong technical depth. High demand (21 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Pune. Gaps: spark, airflow, kafka. Education: M.S. in Statistics" CAND_0025882,66,0.5846,"Actively seeking new opportunities | Short notice period | Currently Senior Software Engineer (ML) at Freshworks | Mid-career (6y) with growth trajectory across 3 roles | Key match: computer vision, python, pytorch | Multiple advanced skills — strong technical depth | High demand (14 saves by recruiters in 30d) | Active open-source contributor | Highly responsive to recruiters (79%) | Fully verified profile | Strong interview-to-offer conversion | Based in Chennai | Missing 4 secondary skills | Education: Ph.D in Computer Science" CAND_0094439,67,0.5835,"Currently Mobile Developer at Pied Piper. Mid-career (8y) with growth trajectory across 3 roles. Key match: django, docker, python3, aws. High demand (14 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Pune. Missing 4 secondary skills. Education: B.Tech in Commerce" CAND_0066951,68,0.5831,"Actively seeking new opportunities. Short notice period. Currently Cloud Engineer at TCS. Key signals: Background includes TCS (enterprise experience). Senior profile with 9+ years across 5 roles. Key match: aws, ci/cd. Based in Hyderabad. Missing 5 secondary skills. Education: M.S. in Machine Learning" CAND_0047542,69,0.5826,"Actively seeking new opportunities. Short notice period. Currently Senior Software Engineer (ML) at Meesho. Key signals: Mid-career (5y) with growth trajectory across 2 roles. Key match: computer vision, python, pytorch. Multiple advanced skills — strong technical depth. High demand (14 saves by recruiters in 30d). Highly responsive to recruiters (75%). Fully verified profile. Based in Chennai. Missing 4 secondary skills. Education: M.E. in Computer Science" CAND_0007914,70,0.5818,"Actively seeking new opportunities | Immediate joiner | Currently Senior Software Engineer (ML) at Wipro | Background includes Wipro (enterprise experience) | Mid-career (6y) with growth trajectory across 3 roles | Key match: python, machine learning, pytorch | Multiple advanced skills — strong technical depth | High demand (43 saves by recruiters in 30d) | Fully verified profile | Strong interview-to-offer conversion | Based in Bangalore | Gaps: nlp, deep learning, mysql | Education: M.S. in Information Technology" CAND_0038226,71,0.5818,"Actively seeking new opportunities | Short notice period | Currently Cloud Engineer at TCS | Background includes TCS (enterprise experience) | Senior profile with 9+ years across 5 roles | Key match: ci/cd, aws, kubernetes | Based in Hyderabad | Missing 4 secondary skills | Education: M.S. in Machine Learning" CAND_0039755,72,0.5808,"Currently Full Stack Developer at HCL. Background includes HCL (enterprise experience). Senior profile with 8+ years across 4 roles. Key match: nodejs, next.js, react, typescript — Fully verified profile. Based in Hyderabad. Gaps: aws, mongodb. Education: B.Sc in Computer Science" CAND_0074731,73,0.5808,"Actively seeking new opportunities. Short notice period. Currently Data Scientist at InMobi. Key signals: Mid-career (6y) with growth trajectory across 2 roles. Strong skill alignment (5 matched). Multiple advanced skills — strong technical depth. High demand (30 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Chennai. Gaps: nlp, deep learning. Education: Ph.D in Machine Learning" CAND_0096857,74,0.5798,"Actively seeking new opportunities. Currently Full Stack Developer at Tech Mahindra. Background includes Tech Mahindra (enterprise experience). Senior profile with 10+ years across 3 roles. Key match: python, microservices, javascript. High demand (17 saves by recruiters in 30d). Based in Bangalore. Gaps: distributed systems, postgresql, java. Education: B.E. in Commerce" CAND_0022549,75,0.5783,"Currently Java Developer at Tech Mahindra | Background includes Tech Mahindra (enterprise experience) | Mid-career (6y) with growth trajectory across 2 roles | Key match: python, microservices, javascript | High demand (12 saves by recruiters in 30d) | Based in Bangalore | Gaps: distributed systems, postgresql, java | Education: M.S. in Electrical Engineering" CAND_0090766,76,0.5748,"Immediate joiner. Currently .NET Developer at HCL. Background includes HCL (enterprise experience). Key signals: Senior profile with 8+ years across 4 roles. Key match: nodejs, react, typescript, mongodb. High demand (17 saves by recruiters in 30d). Fully verified profile. Strong interview-to-offer conversion. Based in Hyderabad. Gaps: next.js, aws. Education: M.Tech in Computer Engineering" CAND_0041150,77,0.5746,"Short notice period | Currently Java Developer at Razorpay | From Razorpay (top-tier product company) | Senior profile with 9+ years across 3 roles | Key match: microservices, javascript, java | Strong interview-to-offer conversion | Based in Bangalore | Gaps: distributed systems, python3, postgresql | Education: M.Sc in Machine Learning" CAND_0065835,78,0.5701,"Actively seeking new opportunities. Short notice period. Currently Senior Software Engineer (ML) at Meesho. Mid-career (5y) with growth trajectory across 2 roles. Key match: computer vision, python. Multiple advanced skills — strong technical depth. High demand (14 saves by recruiters in 30d). Highly responsive to recruiters (75%). Fully verified profile. Based in Chennai. Missing 5 secondary skills. Education: M.E. in Computer Science" CAND_0017177,79,0.5684,"Currently DevOps Engineer at Swiggy. From Swiggy (top-tier product company). Senior profile with 9+ years across 5 roles. Key signals: Key match: docker, aws, kubernetes. High demand (20 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Based in Bangalore. Missing 4 secondary skills. Education: M.Tech in MBA" CAND_0026141,80,0.5653,Currently Frontend Engineer at HCL | Background includes HCL (enterprise experience) | Mid-career (6y) with growth trajectory across 2 roles | Key match: html | High demand (16 saves by recruiters in 30d) | Active open-source contributor | Strong interview-to-offer conversion | Based in Bangalore | Missing 6 secondary skills | Education: Ph.D in Artificial Intelligence CAND_0021955,81,0.5639,"Immediate joiner. Currently Backend Engineer at upGrad. Early career (4y) with foundational experience. Key signals: Key match: sql, python, django, redis. Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Mumbai. Gaps: docker, kafka, fastapi. Education: M.Tech in Information Technology" CAND_0078639,82,0.5638,"Currently DevOps Engineer at Swiggy | From Swiggy (top-tier product company) | Senior profile with 9+ years across 5 roles | Key match: ci/cd, docker, aws, kubernetes | High demand (20 saves by recruiters in 30d) | Active open-source contributor | Fully verified profile | Based in Bangalore | Gaps: terraform, prometheus, devops | Education: M.Tech in MBA" CAND_0058870,83,0.5634,Actively seeking new opportunities. Currently QA Engineer at Tech Mahindra. Background includes Tech Mahindra (enterprise experience). Key signals: Mid-career (7y) with growth trajectory across 3 roles. Multiple advanced skills — strong technical depth. High demand (15 saves by recruiters in 30d). Active open-source contributor. Based in Chennai. Missing 5 secondary skills. Education: M.E. in Mathematics CAND_0002344,84,0.5628,"Currently Data Scientist at PharmEasy. Mid-career (5y) with growth trajectory across 2 roles. Key match: python, machine learning, deep learning. Key signals: Multiple advanced skills — strong technical depth. High demand (22 saves by recruiters in 30d). Active open-source contributor. Highly responsive to recruiters (74%). Fully verified profile. Based in Chennai. Missing 4 secondary skills. Education: B.Sc in Computer Science" CAND_0094728,85,0.5627,"Currently Junior ML Engineer at Flipkart. From Flipkart (top-tier product company). Mid-career (6y) with growth trajectory across 2 roles. Key match: python, pytorch, deep learning — Multiple advanced skills — strong technical depth. High demand (41 saves by recruiters in 30d). Based in Chennai. Missing 4 secondary skills. Education: Ph.D in Machine Learning" CAND_0058167,86,0.5615,"Short notice period | Currently DevOps Engineer at Pied Piper | Mid-career (7y) with growth trajectory across 3 roles | Key match: kubernetes, docker, aws, ci/cd | Active open-source contributor | Highly responsive to recruiters (80%) | Fully verified profile | Based in Hyderabad | Gaps: terraform, jenkins, devops | Education: M.E. in Information Technology" CAND_0066314,87,0.5615,"Actively seeking new opportunities. Short notice period. Currently Backend Engineer at Tech Mahindra. Background includes Tech Mahindra (enterprise experience). Mid-career (4y) with growth trajectory across 2 roles. Key match: sql, python, django, redis. Multiple advanced skills — strong technical depth. Strong interview-to-offer conversion. Based in Mumbai. Gaps: docker, kafka, fastapi. Education: M.Tech in Artificial Intelligence" CAND_0063236,88,0.561,"Actively seeking new opportunities. Currently Full Stack Developer at Pied Piper. Mid-career (8y) with growth trajectory across 3 roles. Key signals: Key match: django, docker, python3. Active open-source contributor. Fully verified profile. Strong interview-to-offer conversion. Based in Pune. Missing 5 secondary skills. Education: M.Sc in Artificial Intelligence" CAND_0010603,89,0.5607,"Actively seeking new opportunities. Currently ML Engineer at BYJU'S. Mid-career (5y) with growth trajectory across 2 roles. Key match: python, machine learning, deep learning — Multiple advanced skills — strong technical depth. High demand (45 saves by recruiters in 30d). Active open-source contributor. Highly responsive to recruiters (94%). Fully verified profile. Based in Bangalore. Gaps: torch, nlp, sql. Education: M.E. in Electrical Engineering" CAND_0069812,90,0.5606,"Currently Data Analyst at Paytm. Mid-career (6y) with growth trajectory across 3 roles. Key match: sql, python. Key signals: Multiple advanced skills — strong technical depth. High demand (20 saves by recruiters in 30d). Active open-source contributor. Fully verified profile. Based in Mumbai. Missing 5 secondary skills. Education: M.E. in Computer Engineering" CAND_0001151,91,0.5598,"Actively seeking new opportunities. Immediate joiner. Currently Computer Vision Engineer at Swiggy. Key signals: From Swiggy (top-tier product company). Mid-career (6y) with growth trajectory across 3 roles. Key match: computer vision, python, pytorch. Multiple advanced skills — strong technical depth. High demand (15 saves by recruiters in 30d). Active open-source contributor. Based in Chennai. Missing 4 secondary skills. Education: M.Sc in Computer Science" CAND_0017453,92,0.5554,"Actively seeking new opportunities. Currently Junior ML Engineer at PhonePe. From PhonePe (top-tier product company). Mid-career (7y) with growth trajectory across 3 roles. Key match: python, machine learning, pytorch. Multiple advanced skills — strong technical depth. High demand (41 saves by recruiters in 30d). Highly responsive to recruiters (81%). Strong interview-to-offer conversion. Based in Bangalore. Gaps: sql, nlp, deep learning. Education: M.Sc in Artificial Intelligence" CAND_0069638,93,0.5554,"Actively seeking new opportunities. Immediate joiner. Currently Computer Vision Engineer at Swiggy. From Swiggy (top-tier product company) — Mid-career (6y) with growth trajectory across 3 roles. Key match: computer vision, machine learning, pytorch, python. Multiple advanced skills — strong technical depth. High demand (15 saves by recruiters in 30d). Active open-source contributor. Based in Chennai. Gaps: nlp, tensorflow, deep learning. Education: M.Sc in Computer Science" CAND_0032216,94,0.5542,"Actively seeking new opportunities. Immediate joiner. Currently ML Engineer at upGrad. Mid-career (6y) with growth trajectory across 3 roles — Key match: computer vision, python, pytorch. Multiple advanced skills — strong technical depth. High demand (42 saves by recruiters in 30d). Fully verified profile. Based in Chennai. Missing 4 secondary skills. Education: B.Tech in Computer Science" CAND_0094423,95,0.5542,"Currently Cloud Engineer at Swiggy. From Swiggy (top-tier product company). Senior profile with 10+ years across 3 roles. Key match: ci/cd, docker, aws, kubernetes — Highly responsive to recruiters (85%). Based in Hyderabad. Gaps: terraform, jenkins, devops. Education: B.Sc in Civil Engineering" CAND_0004327,96,0.5528,Immediate joiner. Currently Mobile Developer at Globex Inc. Mid-career (5y) with growth trajectory across 2 roles. Strong skill alignment (6 matched). High demand (14 saves by recruiters in 30d). Based in Hyderabad. Education: B.E. in Electronics CAND_0056910,97,0.5512,"Currently Junior ML Engineer at Flipkart | From Flipkart (top-tier product company) | Mid-career (6y) with growth trajectory across 2 roles | Key match: python, pytorch, deep learning | Multiple advanced skills — strong technical depth | High demand (41 saves by recruiters in 30d) | Based in Chennai | Missing 4 secondary skills | Education: Ph.D in Machine Learning" CAND_0047226,98,0.5511,"Actively seeking new opportunities | Currently Software Engineer at Pied Piper | Mid-career (6y) with growth trajectory across 2 roles | Key match: django, docker, python3, aws | High demand (20 saves by recruiters in 30d) | Active open-source contributor | Highly responsive to recruiters (75%) | Based in Pune | Missing 4 secondary skills | Education: Ph.D in MBA" CAND_0002646,99,0.5493,"Actively seeking new opportunities. Currently DevOps Engineer at Capgemini. Background includes Capgemini (enterprise experience). Senior profile with 10+ years across 5 roles. Key match: ci/cd, docker, aws, kubernetes. Active open-source contributor. Fully verified profile. Based in Hyderabad. Gaps: terraform, jenkins, devops. Education: M.E. in Mathematics" CAND_0063030,100,0.5484,"Short notice period. Currently Java Developer at Razorpay. From Razorpay (top-tier product company). Key signals: Senior profile with 9+ years across 3 roles. Key match: microservices, javascript, java. Strong interview-to-offer conversion. Based in Bangalore. Gaps: distributed systems, python3, postgresql. Education: M.Sc in Machine Learning"