Senior Manager — GenAI & Application Development
TCG Lifesciences Pvt. Ltd. | Kolkata, India 🇮🇳
I build AI-powered applications and open source tools at the intersection of Generative AI, pharma/CRO workflows, and enterprise application development.
- 🔬 Leading GenAI initiatives for 1,300+ scientists at a pharma CRO
- 🤖 Building multi-agent AI systems for drug discovery workflows
- 🛠️ Full-stack developer — Spring Boot · React · PostgreSQL · Python
- 📦 Publishing open source AI tools on GitHub and PyPI
| Project | Description | Stack |
|---|---|---|
| LLM Cost Autopilot | LLM FinOps control loop — anomaly detection, cost forecasting, YAML policy engine, conditioned approvals with revalidation. 135 tests, CI green | Python · Streamlit |
| Whydunit | Forensic investigation console for AI/ML pipeline failures — deterministic anomaly detection, change-point analysis, DAG root-cause reasoning. 12/12 top-1 diagnostic accuracy, 140 tests | Python · Streamlit · Plotly · scikit-learn |
| Model Regression Detector | Catch model performance regressions before they ship — classification & regression tasks, deterministic offline evaluation, methodology docs | Python · Streamlit · scikit-learn |
| AgentGov | Governance & observability control plane for agentic systems — policy/budget enforcement, audit trail, MCP integration | Python · FastAPI · Streamlit |
| ChemMCP | FastMCP-based chemistry MCP server exposing cheminformatics tools to LLM agents | Python · FastMCP · RDKit |
| HallucinationBench | Detect hallucinations in RAG pipeline output in 2 lines of Python | Python · OpenAI · Streamlit |
AI/ML: OpenAI API · Claude API · LangChain · LangGraph · Streamlit · Plotly · scikit-learn · RAG · Multi-agent systems · MCP
Backend: Spring Boot 3.x · Java · Python · REST APIs
Frontend: React 19 · TypeScript · Tailwind CSS
Database: PostgreSQL · Oracle
DevOps: AWS ECS · Docker · GitHub Actions · uv
Domain: Pharma CRO · Drug Discovery · DMPK · Regulatory workflows
pip install hallucinationbench
Currently building open source AI governance, evaluation, and agent infrastructure tools.
Open to consulting, collaboration, and speaking opportunities.