💻 A Passionate Data Engineer from India. | ☁️ Cloud & MLOps Enthusiast | 📊 Data Systems Builder | 🚀 Building Real-world Projects

• 🔭 Working on AI Systems, MLOps Pipelines & Scalable Cloud Architectures
• 🌱 Learning Kubernetes, Advanced MLOps & Distributed Systems
• 💬 Ask me about: Python, Machine Learning, AWS, Data Pipelines
• ⚡ Fun fact: I build production-ready AI systems 🚀
• 📫 Reach me: [email protected] / [email protected]

👨‍💻 Languages:

🤖 AI / ML / Data Science:

🧠 LLM & GenAI:

☁️ Cloud & DevOps:

📊 Data Engineering & Pipelines:

🧰 Tools & Platforms:

• Description: Real-time delivery analytics system using Kafka, ML, Redis and Streamlit.
• Highlights: End-to-end logistics analytics, real-time insights, business KPI tracking.

• Description: Project: Train Delay Prediction using Machine Learning 🚆
• Highlights: Feature engineering on historical data, regression + classification models, real-world transport optimization.

• Description: AI-powered document search assistant using RAG
• Highlights: Semantic search with embeddings, FAISS vector database, LangChain-based retrieval.

• Description: Data Pipeline Project (Constructor University, 2nd Semester)
• Highlights: Binance API ingestion, Apache Airflow orchestration, Automated ETL workflows.

• Description: AI system for video-based user engagement analysis using CV, ML and FastAPI.
• Highlights: Computer vision (OpenCV + DL), Live video processing, AI-based attention scoring.

• Description: Bioprocess Digital Twin using PyTorch and Causal AI (DoWhy) for modeling process dynamics and performing root cause analysis on simulated bioreactor data.

• Description: FinCopilot is a modern, data-driven personal finance management platform designed to help users track, analyze, and optimize their financial life in real time.

• Description: Prototype multi-agent AI system for task orchestration, contextual reasoning and tool-integrated LLM workflows.

• Description: Automated Discovery & Structuring of Funding Opportunities.

• Description: Full-stack Inventory Management System using C# (.NET), React, and TypeScript.

(Note: "Gold Price & War News ML Pipeline" is also an ongoing project featuring automated ETL and time-series forecasting)

💼 LinkedIn: www.linkedin.com/in/subhankar-biswas-086830169