A lightweight, local Retrieval-Augmented Generation (RAG) system for domain-specific Q&A over financial documents. Uses pdfplumber for PDF parsing, sentence-transformers for dense retrieval, and op…

QA-first system testing framework using Django, PyTest, Playwright, and CI

Lightweight Playwright (Python) UI automation framework focusing on core user flows, stability, and disciplined test design.

A small pytest-based mini project focused on test structure, fixture hygiene, and test categorization (smoke, sanity, regression).

Production-grade Retail ETL & Analytics Pipeline — automated, monitored, and business-aware.

A machine learning–based application for early detection of liver disease using patient health parameters. The system preprocesses clinical data, trains a predictive model with scikit-learn, and in…

Financial Document QA System (RAG v2) - A FastAPI + Ollama + Chroma pipeline delivering real-time, streamed answers from financial reports with contextual citations.

Build an intelligent backend platform that unifies developer issue data from multiple sources, stores and normalizes it, analyzes trends, and surfaces actionable insights — all from a single dashbo…

A Repository showing the progress of my Django learning.

A pipeline for fetching Indian stock data and financial news, processing and chunking text, generating embeddings with HuggingFace models, and enabling semantic search via Chroma DB and LangChain. …

Hands-on experiments with LangChain — from core concepts (LLMs, prompts, chains, memory) to building a Retrieval-Augmented Generation (RAG) pipeline.

Beginner-friendly Hugging Face tutorials showcasing core NLP tasks — text classification, text generation, and text summarization — using different model architectures.

A machine learning-powered REST API for predicting the presence of heart disease based on patient clinical data. Built using FastAPI and Dockerized for easy deployment. The final model uses a tuned…

WeatherPredictionAPI : A full-stack machine learning system that predicts temperature using historical and real-time weather data. The project includes data collection, feature engineering, model t…

A modular Python implementation of a Simple Reflex Agent, designed to simulate intelligent behavior using condition-action rules. This project serves as an educational demonstration of one of the f…

Deep learning pipeline for classification of Cataract, Diabetic Retinopathy, Glaucoma and Normal using fundus images

Face detection on images using OpenCV’s DNN module with a pre-trained Caffe SSD[Single Shot Multibox Detector] model.

This project demonstrates deep learning-based segmentation of retinal blood vessels from fundus images using a U-Net architecture with an EfficientNetB4 encoder. The goal is to segment vessel struc…