Skill
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Kept developing while also looking after network security and the company's systems.
Technical leadership, C, PHP, Python, Perl, Java, Systems administration, Network security
Wrote a Python script that rewrites an article as a podcast script and reads it out with macOS text-to-speech.
Python, Text-to-speech, Content transformation, Automation
Built a GPT-4 and AutoGen notebook with roles such as account manager, architect, critic and engineer, with a person approving the plan before code ran.
AutoGen, Multi-agent architecture, Python, Tool execution, Human-in-the-loop design
Designed a state document that records decisions, versions and task status across agent sessions, with an interactive view of how it changed over time.
State modeling, Python, React, TypeScript, API architecture, Versioning
Prototyped a browser extension that runs Python locally with Pyodide, so code examples in a document can run where they are written.
Python, Pyodide, WebAssembly, Browser extensions, Developer tools
Developed training tooling for Apple Silicon, with configurable tasks, evaluators, rewards, supervised modes and guided reasoning experiments.
MLX, Python, GRPO, LoRA, SFT, Reward design, Training infrastructure
Designed a pipeline that turns files, images, audio and video into searchable documents, with transcripts, captions and keyframe notes. The first version is in Python; a later one may move to Rust.
Python, Rust, PDF processing, OCR, Video, Audio, Plugin architecture, RAG
Experimented with model-driven macOS control using accessibility interfaces, AppleScript, OCR and asynchronous orchestration.
Python, macOS Accessibility, AppleScript, OCR, Computer-use automation, Async orchestration