currently working on

• rust-llm — a LLM written completely from scratch in Rust, based on GPT-2

past projects

• clash-ai
  • Reduced screen-capture latency from ≈200 ms to ≈30 ms using minicap over ADB, enabling real-time perception–action loops
  • Trained a PPO agent with multi-head attention and action masking; implemented YOLOv11 + dHash for real-time unit and card detection
• intbee
  • Built real-time contest platform with WebSocket matchmaking, bidirectional state sync, and JWT/Argon2 authentication
  • Developed LaTeX-rendered problem banks, configurable leaderboards, and a tag‑based markdown wiki stored on MongoDB
• MaLO
  • Developed OpenRouter benchmarking harness controlling prompts, temperature, and other parameters across 5+ LLMs
  • Containerized pipeline with Docker for reproducibility and automated orchestration to eliminate manual intervention

awards

• NCL (Fall '25) – 2nd individually out of 1,000+ in the high school division
• NCL (Fall '24) – 4th in the high school team round
• picoCTF 2025 – top 3% of HS teams
• scriptCTF 2025 – top 6% of HS teams

mini projects

• shiko-prompt — a minimal zsh prompt built in Rust
• dotfiles — the configuration for my Arch Linux + Hyprland workflow.

other info

• I attended Stratford Preparatory Blackford, where I served as co-captain of the cybersecurity club, captain of the tennis team, salutatorian, and head organizer of the (somewhat) widely beloved Stratford Integration Bee.
• I was briefly featured on bprp fast.

contact

more things coming soon :D