My Projects

A collection of real-world projects showcasing my expertise in Machine Learning, Deep Learning, NLP, and MLOps.

  • Visual Search Engine

Visual Search Engine

Zithara.AI • Jan 2025 – Apr 2025

Built a 'Search-by-Image' feature for MERN-stack e-commerce app, enabling users to find similar jewellery from a 5,000+ SKU catalog.

PyTorch ResNet50 FAISS
GitHub
  • MLOps Pipeline

MLOps Pipeline

Personal Project • Apr 2025 – May 2025

Built a scalable ML microservice covering the full lifecycle: data ingestion, feature engineering, training, and real-time inference via REST APIs.

MLflow Docker FastAPI
GitHub
  • LLM RAG Assistant

LLM-Powered RAG Assistant

Personal Project • Nov 2024 – Jan 2025

Developed a Generative AI application using Retrieval-Augmented Generation (RAG) to query custom knowledge bases, reducing manual information retrieval time by 40%.

LangChain OpenAI Pinecone
GitHub
  • BERT Semantic Search

BERT Semantic Search

Personal Project • Aug 2024 – Oct 2024

Fine-tuned pre-trained BERT models for complex NLP tasks including multi-label classification and semantic search.

BERT Hugging Face PyTorch
GitHub