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sridipbasu/README.md

Sridip Basu

AI/Research Engineer building systems that actually work in the real world flood prediction models, LLM-driven agents, and open benchmarks for evaluating AI behavior. Currently at IIIT Lucknow (MS, AI & ML).

I care about research that ships.


What I Build

Regulatory AI & RAG Systems Building retrieval-augmented AI applications that transform complex regulatory documents into searchable, explainable knowledge systems. Developed an RBI Regulatory RAG Chatbot for compliance-focused question answering and regulatory intelligence.

Machine Learning & Data Science Projects Developing end-to-end ML, NLP, and analytics solutions across risk intelligence, forecasting, and real-world datasets. Maintains a growing portfolio of Kaggle projects covering predictive modeling, NLP, and data-driven decision making.

Flood Prediction & Environmental Intelligence Building flood forecasting models using rainfall, soil moisture, terrain, and hydrological features for district-level risk assessment.

AI Research & Benchmarking Designed deterministic agent environments and evaluation frameworks for LLM benchmarking and simulation research. Finalist at the Meta PyTorch OpenEnv Hackathon.


Currently Working On

  • Building a consumer complaint risk analytics pipeline using CFPB complaint data
  • Expanding the project with narrative-based risk detection using NLP techniques
  • Open to collaborations on risk analytics, compliance analytics, and applied machine learning

Stack

Core: Python · PyTorch · HuggingFace · scikit-learn · XGBoost Infra: FastAPI · Docker · MLflow · AWS Data: SQL · Power BI


A Few Things Worth Knowing

  • 🏆 Finalist — Meta PyTorch OpenEnv Hackathon
  • 🏛️ Data Science Intern — Climate Resilience Observatory, Govt. of UP
  • 🔬 Research Assistant — Bangalore University
  • 🧠 Kaggle Expert

Let's Talk

Open to AI/Research Engineer roles remote or onsite.

LinkedIn · Kaggle · Website · sridip.zui@gmail.com


Pinned Loading

  1. floodcast floodcast Public

    Hybrid LSTM + XGBoost system for streamflow forecasting and real-time flood early warning system (EWS) across various River stations in the state of Uttar Pradesh

    Jupyter Notebook

  2. kaggle-notebooks kaggle-notebooks Public

    Curated portfolio of Kaggle projects covering machine learning, NLP, analytics, and model experimentation.

    Jupyter Notebook

  3. rbi-regulatory-rag-chatbot rbi-regulatory-rag-chatbot Public

    AI-powered regulatory intelligence system that enables semantic search and question answering across RBI circulars, master directions, notifications, and compliance documents using Retrieval-Augmen…

    Python