Tech Lead & PM (AI Startup) / SRE background / Low-level systems, ML
- Tech Lead & PM at an AI startup, with an SRE/embedded background — leading investigation, design, and implementation of unknown technical challenges
- Experience: Ruby, Rust, Python, MLOps, AWS, Terraform
- Background in Physics; focused on low-level systems, ML, and engineering productivity
- Sharing knowledge to help others learn and grow
- Systems OS behavior analysis / Memory layout and boundary cases / VM/runtime/GC behavior (currently exploring)
- Cloud/SRE AWS / Terraform / Azure exposure / Reliability reviews and change management
- ML/MLOps Python / LLM-assisted evaluation flows / Reproducible pipelines and observability
- Languages Ruby / Rust / Python
| Repo | Summary | Tech |
|---|---|---|
PracCode |
Code-reading training platform for web engineers to practice responsible implementation reviews | Next.js / Fastify / Prisma / PostgreSQL / NextAuth / LLM (Ollama, Gemini) |
llm-control |
TypeScript SDK for token rate + concurrency control in LLM API calls | TypeScript / Node.js (ESM) / Vitest / tsx |
| Portfolio | https://kazukikandakk.com/ |
| kazuki.kanda05570[at]gmail.com |