Work

• Built and maintained Discord bots for a 6k active user community
• Designed scalable architecture for a VoiceAI application
• Developed RAG agents to automate customer support
• Built resolvchecker.xyz — leaderboard checker for the Resolv airdrop

• Taught students how to leverage Google Cloud Functions

• Organized and led a workshop on self-hosting and Linux

Real-time cheating detection system using YOLOv8 for person detection, DBSCAN for spatial clustering, and ResNet-34 for gaze classification. Deployed in exam halls with live alerting.

This site — built with Astro v6 and Tailwind CSS v4. Static, fast, no JS frameworks.

Self-hosted Debian server running Ente (photo backup), Gitea (git), n8n (automations), and Komodo — all tunneled over Cloudflare with zero open ports.

Local inference of Llama, Mistral, and Qwen models on CPU/GPU using llama.cpp. Explored quantization strategies (Q4_K_M, Q8_0) and benchmark tooling.