Live

AI pair-programming

11.5B tokens this month (incl. cached context) · ~$14.5k at API rates

Claude Code · 9.3B · 75 sessions · ~$14.1kCodex · 2.2B · 58 sessions · ~$390.80Kimi · 37.7M · 2 sessions · ~$3.80

14 days agotokens / day, stacked · peak 2.0B on Jul 17 · updated Jul 18today

GitHub — Elliot-Sones

Elliot's GitHub streak stats — total contributions, current streak, longest streak

26 weeks agohover a square for detailtoday

What I'm working on

whisper-flowbuilding

Personal push-to-talk dictation for macOS

probabilistic-pitcher-physicsmodeling

Pitcher physics modeling and validation from public Statcast data

This portfolioshipping

Next.js 16 · MDX · live stats — you're looking at it

What I'm learning

Kernel-level optimization for transformer modelscurrent

Writing and tuning GPU kernels instead of importing them

About

When I'm not coding…

I'm Elliot — a CS student at Toronto Metropolitan University training agents that play games and building tools that use LLMs. Most of my learning happens in public: hackathons, Kaggle, and an unreasonable number of tokens.

When I'm not coding, I play as much soccer as I can — I've played my whole life, including one season in Portugal. When I'm not playing, it's music, anime, and friends.

Favorite anime

One Piece

Attack on Titan

Jujutsu Kaisen

Solo Leveling

AI Agents

Building autonomous agents that can reason, plan, and take actions — from RL-based game agents to tool-using LLM agents that solve real problems.

Deep Learning & MLOps

Training models from scratch (transformers, CNNs, RNNs) and deploying them — with a focus on reinforcement learning and attention mechanisms.

Soccerplaymaker profile ↗

Musicspotify