SaaS Customer Churn Prediction
Predicts churn, explains it with SHAP, and optimizes retention ROI with an interactive dashboard hosted on streamlit.
Machine Learning • XGBoost • EDA
Projects
Diamond Price Prediction
Predicts diamond price using ensemble models with optimized hyperparameters and scaled data for better results.
Machine Learning • XGBoost • Random Forest • Hyperparameter Optimization
EU Sales EDA
Comprehensive Analysis of the EU Market.
Machine Learning • EDA • Time Series
AI Grid Captcha Solver
YOLO + OpenCV pipeline with optimized OCR achieving ~95.5% accuracy and sub-2s responses with FastAPI.
Python • YOLO • OpenCV • FastAPI
Stock Market Assistant
LLM-augmented analysis of news + trends for ease of investment; exposed as an API for quick evaluations.
FastAPI • LLM • BeautifulSoup
Neo4j Movie Graph Chatbot
Chatbot that has a GraphQL (Neo4j) database and can use it as a store to answer users queries about movies
LLM • NLP • Neo4j • Gradio
Car Sales Analysis
EDA on Car Sales price and creating a stacked LightGBM model to predict price of cars based on input factors like mileage, engine etc.
Machine Learning • LightGBM • EDA
Data Extractor Pipeline
Freelance project to generate leads by scraping phone no.s and names freely available from the web, pdfs or sheets and upload it into a datastore for targeted campaigns.
Regex • BeautifulSoup • Firebase
Face Detection Streamlit
The app can detect faces in any photo, uses OpenCV DNN in its backend
OpenCV • Deep Learning • Streamlit
Ivy - An Emotion Aware AI Assistant
Voice to Voice emotion aware assistant that uses sentiment analysis and LLMs to make an emotion aware AI Assistant.
Sentiment Analysis • GCP • FastAPI
RAGBot
A simple chatbot that can understand take in PDFs, csvs and other forms of text or numeric data and keep it in its knowledge store querying
RAG • Streamlit • LLM • BeautifulSoup