Projects
Health Assistant Chatbot preview
Health Assistant Chatbot

Retrieval-augmented medical assistant that answers questions over user PDFs (textbooks, reports, guidelines) with concise, source-grounded responses.

Tools:
  • Python
  • FastAPI
  • Docker
  • LangChain
  • Embeddings
  • Pinecone
  • Streamlit
  • LLM
  • RAG
Visual Question Answering App preview
Visual Question Answering App

ViLT-based VQA application that interprets an image and answers free-form questions, demonstrating end-to-end vision-language inference.

Tools:
  • Python
  • FastAPI
  • Docker
  • TensorFlow
  • Keras
  • Streamlit
  • ViLT

Ask natural-language questions over long articles and academic PDFs; returns focused answers and inline citations via RAG.

Tools:
  • Python
  • FastAPI
  • Streamlit
  • FAISS
  • RAG
  • LLMs

FLAN-T5 summarizer exploring zero/one/few-shot prompting to improve conversational compression quality and faithfulness.

Tools:
  • Python
  • Hugging Face
  • Transformers
  • Prompt Engineering
  • TensorFlow

Next-day close prediction with comparative baselines; includes EDA, feature engineering, model evaluation, and robustness checks.

Tools:
  • Python
  • LSTM
  • RNN
  • Time Series
  • scikit-learn
  • TensorFlow
  • Keras

Physics-informed neural network that solves the 1D viscous Burgers’ PDE by enforcing data and governing equations during training.

Tools:
  • Python
  • TensorFlow
  • Keras
  • NumPy
  • Matplotlib
  • scikit-learn

Minimal blog backend with JWT auth, CRUD for posts, password hashing, and SQLAlchemy models over PostgreSQL.

Tools:
  • Python
  • FastAPI
  • SQLAlchemy
  • PostgreSQL

Demonstrates GitHub Actions + CML for automated training, evaluation, and artifact reporting in a TensorFlow workflow.

Tools:
  • Python
  • TensorFlow
  • Keras
  • scikit-learn
  • NumPy
  • Docker
  • CML
  • GitHub Actions