Help & Supportcareers@gravityer.com
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.