Projects

Things I've built and shipped

A mix of open-source tools, interactive demos, and production systems. Each project links to a live demo or source code.

GitHub

Demand Forecasting Engine

Time-series forecasting model for retail demand prediction, achieving 15% improvement over baseline ARIMA models. Includes API endpoint for real-time predictions.

Python Prophet FastAPI Docker

Hugging Face

Text Classification Demo

Interactive NLP demo that classifies customer feedback into actionable categories using a fine-tuned transformer model.

Transformers Gradio NLP PyTorch

Streamlit

Analytics Dashboard

Real-time dashboard for monitoring model performance metrics, data drift, and prediction quality in production ML systems.

Streamlit Plotly MLOps Python

GitHub

Customer Churn Predictor

End-to-end ML pipeline that predicts customer churn risk and generates retention recommendations for subscription businesses.

XGBoost scikit-learn Pandas SQL

Hugging Face

Image Similarity Search

Visual search engine that finds similar products using embedding-based similarity. Built for e-commerce catalog navigation.

CLIP FAISS Gradio Computer Vision

Vercel

Anomaly Detection Service

Microservice for detecting anomalies in time-series sensor data. Deployed on Vercel Edge Functions for low-latency inference.

Isolation Forest Vercel TypeScript Edge

GitHub

NER Training Pipeline

Custom Named Entity Recognition pipeline for extracting domain-specific entities from technical documents and reports.

spaCy NER NLP Python

GitHub

Data Quality Monitor

Automated data quality monitoring tool that profiles datasets, detects schema changes, and alerts on distribution shifts.

Great Expectations Airflow Python SQL

Hugging Face

Sentiment Analysis API

Production-grade sentiment analysis API supporting multiple languages. Handles 10K+ requests per minute with sub-100ms latency.

FastAPI Transformers Redis Docker