Debnil Dey
Data ScientistKolkata, West Bengal, IndiaMember since June 15, 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
devpulse-mcp
June 4, 2026 – Present
DevPulse—a highly practical local development tool. DevPulse hooks into your local workspace directories to feed your AI assistant real-time project metrics.
View ProjectSentinel
May 23, 2026 – Present
Sentinel — Production ML Observability Platform MLOps · Model Drift Detection · Real-time Anomaly Monitoring · Full-stack A production-grade platform that monitors deployed ML models in real time — detecting data drift, concept drift, and prediction anomalies — visualised through a live dashboard with alerting. No hardware needed.
View Projectproject-jarvis
May 14, 2026 – Present
J.A.R.V.I.S. — Just A Rather Very Intelligent System | Real-time voice-enabled AI assistant with Iron Man HUD interface | Powered by Gemini 2.5 Flash
View ProjectMagnoGlove-Demo
April 5, 2026 – Present
This software demonstrates the gesture detection and control system of the MagnoGlove. The hardware implementation would replace the simulated magnet with real electromagnets controlled by a microcontroller.
View ProjectMagnoGlove-Gesture-Controlled-Electromagnet-Simulation
April 5, 2026 – Present
This software demonstrates the gesture detection and control system of the MagnoGlove. The hardware implementation would replace the simulated magnet with real electromagnets controlled by a microcontroller.
View ProjectFacial-Recognition-Attendence-System
April 4, 2026 – Present
Facial-Recognition-Attendence-System — GitHub repository
View ProjectBinary-Classification-of-Liver-Disease-using-ML
December 31, 2025 – Present
Binary-Classification-of-Liver-Disease-using-ML — GitHub repository
View ProjectPython-and-C-codes
August 6, 2025 – August 6, 2025
Python-and-C-codes — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal, self-driven projects, many of which are related to AI/ML. This indicates a proactive and curious individual. However, the lack of team-based or professional experience makes it difficult to assess collaboration and broader cultural fit within an organizational setting. The projects are diverse in application but consistently leverage AI/ML, aligning with a Data Scientist role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are clear and concise, indicating good written communication for technical topics.