Projects

A selection of data + AI projects spanning RAG, forecasting, ETL, data extraction, pipelines, and backend APIs.

Chat With Data (LangChain + RAG)

A lightweight Retrieval-Augmented Generation app that lets you ask complex questions about your CSV/documents and get grounded answers—powered by local LLMs via Ollama.

Demand Forecasting App

An AI-powered Streamlit app for product demand prediction. Uses ensemble ML, confidence bands, and can auto-refresh data daily.

From Text to Tables (LLM Data Extraction)

Turns unstructured text into structured tables/JSON using a local LLM via Ollama—ideal for invoices, emails, and reports.

ETL: From Data to Dashboard

A production-style ETL that ingests, cleans, transforms, and serves analytics to an interactive dashboard.

Supply Chain Pipeline

An orchestrated data pipeline for supply, inventory, and logistics data—with scheduled jobs and data quality checks.

REST API Todo App

A clean, well-documented CRUD REST API for a todo app—foundation for full-stack or microservice builds.