Hi, I'm Sourav
ML & Backend Developer
Building reliable backend and ML systems that ship.
I build APIs and machine-learning systems with Python, Django and FastAPI. B.Tech CSE student, looking for fresher and intern roles.
Sourav Manna
ML & Python Backend Developer
Kolkata, India
About me
Who I am?
I'm a B.Tech Computer Science student (2022–2026) at The Neotia University, focused on Python backend development and machine learning.
I've worked on Django REST APIs during an internship and on ML projects covering logistics prediction and retrieval-augmented generation (RAG). I'm looking for fresher and intern roles where I can keep building real systems.
Tech stack
What I work with
Languages
- Python
- HTML
- C++
- SQL
Backend & Libraries
- Django
- Django REST Framework
- FastAPI
- scikit-learn
- pandas
- NumPy
- TensorFlow
AI / ML
- XGBoost
- RAG
- Semantic search
- sentence-transformers
- Transformers
- ML algorithms
- Model Deployment
- LangChain
- Local LLM
Tools & Platforms
- Hugging Face
- VS Code
- PyCharm
- Kaggle
- Colab
- Antigravity
Database
- PostgreSQL
- FAISS
- Vector(DB)
DevOps / Cloud
- Docker
- AWS
- GitHub Actions
- Git
- Render
- Postman
Project demo
See it in action
AI / ML
Smartlogix-AI
AI-powered logistics system predicting product demand and shipment ETA for smarter supply chain decisions.
- Built FastAPI REST APIs for demand prediction and ETA estimation, with structured request validation and SQLAlchemy ORM on PostgreSQL for prediction traceability.
- Trained a logistic regression model for demand-level classification and benchmarked multiple regressors for ETA, selecting XGBoost as the best performer (R² 0.76, MAE 1.195).
- Python
- FastAPI
- XGBoost
- PostgreSQL
- Docker
- GitHub Actions
- AWS EC2
- Nginx
- Streamlit
- Matplotlib
Get in touch
Let's build something
Direct contact
- EMAIL ADDRESSsouravmanna41860@gmail.com
- CONTACT NUMBER+919883316279
- PRIMARY LOCATIONKolkata, India (Open to relocate anywhere)