Skip to content
View muditgmac's full-sized avatar
0 followers · 1 following

Achievements

Achievement: Pull Sharkx2

Achievements

Achievement: Pull Sharkx2

Block or report muditgmac

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
muditgmac/README.md

Mudit Gupta

Machine Learning · Data Science · Applied AI

IIT Kanpur B.Tech–M.Tech | UC San Diego graduate research experience

I build production-oriented machine-learning systems spanning recommendation systems, retrieval-augmented generation, forecasting, ranking, explainable AI, MLOps, and computational biology.

Selected Projects

Dynamic Pricing Engine

Production-oriented pricing decision-support system with XGBoost forecasting, SHAP explainability, scenario analysis, FastAPI, Streamlit, MLflow, Docker, and CI.

Document Intelligence RAG

PDF document-intelligence system using LangChain, PostgreSQL/pgvector, citation-aware retrieval, and retrieval-quality evaluation.

Hybrid Recommendation Platform

Two-stage recommendation system with PyTorch two-tower retrieval, FAISS candidate generation, neural reranking, and PostgreSQL-backed metadata persistence.

AI Job Matching Platform

Explainable hybrid job-ranking system combining semantic similarity, skill matching, experience, and education signals.

Areas I Work In

Machine Learning · Deep Learning · NLP · RAG · Recommendation Systems · MLOps · FastAPI · PostgreSQL · Docker · Explainable AI · Bioinformatics

Pinned Loading

  1. AI-Job-Matching-Platform AI-Job-Matching-Platform Public

    Explainable hybrid AI job-matching platform combining semantic similarity, skill matching, experience and education signals with interpretable ranking.

    Python

  2. Document-Intelligence-RAG Document-Intelligence-RAG Public

    Production-oriented RAG system for PDF document intelligence using FastAPI, LangChain, PostgreSQL/pgvector, citation-aware retrieval and retrieval evaluation.

    Python

  3. Dynamic-Pricing-Engine Dynamic-Pricing-Engine Public

    Production-oriented ML pricing decision-support system with leakage-safe XGBoost forecasting, SHAP, scenario analysis, FastAPI, Streamlit, MLflow, Docker and CI.

    Python

  4. Hybrid-Recommendation-Platform Hybrid-Recommendation-Platform Public

    Two-stage recommendation platform with PyTorch two-tower retrieval, FAISS candidate search, neural reranking and PostgreSQL-backed metadata persistence.

    Python

  5. DNA-Sequencing-Classifier DNA-Sequencing-Classifier Public

    DNA sequence function classification using overlapping k-mer bag-of-words features and Multinomial Naive Bayes, evaluated across human, chimpanzee and dog coding sequences.

    Jupyter Notebook

  6. Bio-hashing-Two-Factor-Authentication Bio-hashing-Two-Factor-Authentication Public

    Cancellable biometric verification system in C using BioHashing, Blum–Blum–Shub projections, Gram–Schmidt orthonormalization, DCT transforms, biometric matching, and security evaluation.

    C