Vignesh K Sabapathi
Data ScientistBengaluru, IndiaMember since June 14, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
telco-customer-churn-mlops
May 18, 2026 – Present
End-to-end MLOps pipeline for Telco Customer Churn. Hydra + DVC + MLflow + XGBoost (hyperopt-tuned with scale_pos_weight) + BentoML 1.2 service + GitHub Actions deploying to GHCR. Test-set-leakage-free training, 38 tests (Pandera + pytest-steps + Deepchecks + HTTP integration), all 8 phases adversarially reviewed by Opus.
View Projectawsome-python-projects
April 30, 2026 – Present
A collection of awesome mini Python projects
View Project-recommender_system
March 26, 2026 – Present
recommender based on Item-Item collaborative, content-based filtering and matrix factorization.
View ProjectSpanning-Tree-Shortest-Path-Algorithms-with-Different-Constraints
March 26, 2026 – Present
Implementation and comparison of Minimum Spanning Tree (Kruskal's, Prim's) and Shortest Path (Dijkstra's, Penalty-Weighted Dijkstra with obstacles) algorithms in C on undirected weighted graphs, with benchmarking suite.
View Projectocr-pipeline
March 24, 2026 – Present
Benchmarking framework for OCR engines against captcha images — EasyOCR, TrOCR, Tesseract, and more
View Projectsensor-data-streaming-pipeline
March 24, 2026 – Present
Real-time sensor data pipeline using Confluent Kafka and MongoDB with schema validation, batch processing, and Pydantic-based configuration management
View ProjectRAG-solution-Chat
November 7, 2025 – November 7, 2025
File Search Tool, a fully managed RAG system built directly into the Gemini API that abstracts away the retrieval pipeline so you can focus on building. File Search provides a simple, integrated and scalable way to ground Gemini with your data, delivering responses that are more accurate, relevant and verifiable.
View Projectfullstack-nextjs-app
November 5, 2025 – November 5, 2025
fullstack-nextjs-app — GitHub repository
View Projectchennai-india-power-outage
June 10, 2022 – August 31, 2022
chennai-india-power-outage — GitHub repository
View ProjectCultural Fit Analysis
The candidate demonstrates a strong inclination towards personal projects, showcasing initiative and self-driven learning. The diversity of projects, from MLOps to graph algorithms and RAG systems, suggests a broad technical curiosity. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative environment. The target role of 'Data Scientist' aligns well with the technical skills demonstrated in the projects.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a strong technical focus and ability to work on complex, multi-technology projects independently.