Second-year CS student at University College Cork, on track for First Class Honours. I build end-to-end systems — from GPU-accelerated stock-prediction pipelines to production Django apps on AWS. National CTF winner.
Likhith Sanathi
CS @ University College Cork · Class of '28
Currently Building
S&P 500 Quant Pipeline
Stock prediction · PyTorch + CUDA
Top Skills
6+
Languages
10+
Projects
500+
Equities
01 — About
Second-year CS student at University College Cork, on track for First Class Honours. I build end-to-end systems — from GPU-accelerated stock-prediction pipelines to production Django apps on AWS. National CTF champion.
University College Cork
B.Sc. Computer Science
First Class Honours
6+
Python, TypeScript, C, SQL, Bash, MIPS Assembly & more
500+
S&P 500 large-cap pipeline across all sectors
10+
From quant pipelines to production Django apps
20+
Engineered from raw OHLCV data for sequence models
Coursework
02 — Work
End-to-end ML pipeline predicting stock returns across 500+ large-cap equities. Engineers 20+ technical indicators and 60-day rolling sequence windows from OHLCV data. Trains 3 GPU-accelerated PyTorch models (LSTM, GRU, Attention-LSTM) with chronological splits, achieving 55.7% directional accuracy and outperforming buy-and-hold in sample AAPL backtests.
03 — Skills
Frontend
Backend & Data
DevOps & Design
04 — Contact
Whether it's a project collab, internship opportunity, or just a chat — I'm always happy to connect.
likhithsanathi@gmail.com© 2026 Likhith Sanathi