Tanay Jagadeesh

engineering @ uwaterloo | build. ship. deploy.

about

building software systems, working with data, solving problems.

i love to ship. whether it's a weekend hackathon project or a production system, i believe in getting things out the door and iterating based on real feedback.

i'm currently working on an llm project with sephira institute.

experience

jan 2026 - present

training models for an AI-native content intelligence platform for communications and marketing agencies

building llm powered analytics chatbots targetting sentiment analysis

sep 2025 - dec 2025

built software for satellite systems and orbital mechanics

sep 2025 - nov 2025

contributed to a rag-powered cooking assistant from the ground up

delivered etl pipelines and production-ready solutions for clients

projects

lockinai

desktop productivity tool with yolo + opencv for webcam inference and habit monitoring. built in 36 hours with a team of four.

Python YOLO OpenCV Flask SocketIO Electron Next.js

stock sentiment analyzer

api built with yfinance and fastapi that aggregates stock news and performs sentiment analysis.

Python scikit-learn VADER SQLite Random Forest Time Series

job market analytics pipeline

automated data pipeline for collecting, processing, and analyzing job market trends with real-time scraping and visualization.

Python PostgreSQL Streamlit JSearch API ETL Pipeline Star Schema SQL Plotly

fifa data cleaner

data cleaning pipeline for fifa 21 player dataset, handling currency conversion, contract dates, missing values, and generating comprehensive cleaning reports.

Python Pandas NumPy

signature forgery detection [currently building]

deep learning system for detecting forged signatures using convolutional neural networks.

Python PyTorch torchvision CNN scikit-learn matplotlib

multi-agent research assistant

intelligent research assistant using multi-agent architecture to autonomously gather, analyze, and synthesize information from the web with coordinated task delegation.

Python LangChain LangGraph BeautifulSoup Multi-Agent