🚀 Backend + Machine Learning Engineer 🎓 Final Year B.Tech (ECE) @ IIIT Kalyani
I build real-world AI + backend systems that are deployed, scalable, and usable.
A behavioral analytics system that models how predictable human decision patterns become over time.
🔗 Live Dashboard https://human-free-will-erosion-dashboard.onrender.com/
🔗 API Docs https://human-free-will-api.onrender.com/docs
🔗 GitHub Repo https://github.com/Satadru03/human-free-will-erosion-engine
- Logs human decisions over time
- Computes behavioral entropy & predictability
- Detects habit loops
- Predicts next likely action using Markov models
- Simulates future behavior patterns
- FastAPI + Python
- PostgreSQL + SQLAlchemy
- Streamlit Dashboard
- JWT Authentication
- Markov Modeling + Entropy Analytics
- Deployed on Render
https://github.com/Satadru03/world-population-etl-dashboard
- Web scraping + ETL pipeline
- PostgreSQL storage
- Streamlit visualization
https://github.com/Satadru03/fastapi-borrowing
- End-to-end ML pipeline
- FastAPI prediction service
- Dockerized backend
https://github.com/Satadru03/fastapi-todo
- CRUD API with PostgreSQL
- JWT authentication
- Dockerized setup
Languages: Python, SQL Backend: FastAPI Database: PostgreSQL ML: scikit-learn, NLP basics DevOps: Docker, Render, AWS (basic) Frontend: Streamlit
- Building production-ready ML systems
- Backend architecture + APIs
- Behavioral analytics & applied AI
📧 satadruhalder03@gmail.com 🔗 https://www.linkedin.com/in/satadru-h-791415213/
⭐ If you like my work, feel free to explore my repositories!