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Alex Chen

ML Engineer · Northlight Labs · Vancouver, BC

I build local-first AI tooling — Ollama, Qwen 3, embeddings pipelines — and log every session so the work speaks for itself. This is an example WorklogLM profile.

websitegithub
Available for work
40logs6projects0dstreak18tools01 Jan 1970last active

Timeline — public work

40 entries

  • 1 person
    Ollama
    Qwen 3
    Godot
    GDScript
  • 1 person
    Python
    Ollama
    pytest
    PyTorch
    Qwen 3
    LoRA
  • 1 person
    Ollama
    Qwen 3
    Godot
    GDScript
  • 1 person
    Python
    pgvector
    OpenAI
    PyTorch
    Qwen 3
    LoRA
  • 1 person
    Python
    Ollama
    pytest
  • 1 person
    Python
    Ragas
    Ollama
  • 1 person
    Ollama
    Qwen 3
    Godot
    GDScript
  • 1 person
    Whisper
    Python
    FFmpeg
  • 1 person
    Python
    PyTorch
    Qwen 3
    LoRA
    Whisper
    FFmpeg
  • 1 person
    Python
    pgvector
    OpenAI
  • 1 person
    Python
    Ollama
    pytest
  • 1 person
    Ollama
    Qwen 3
    Godot
    GDScript
    Notion
  • 1 person
    Python
    Ollama
    pytest
  • 1 person
    Python
    Ragas
    Ollama
  • 1 person
    Python
    Ragas
    Ollama
    Cursor
    pytest
  • 1 person
    Python
    pgvector
    OpenAI
  • 1 person
    Whisper
    Python
    FFmpeg
  • 1 person
    Python
    Ragas
    Ollama
    Whisper
    FFmpeg
  • 1 person
    Ollama
    Qwen 3
    Godot
    GDScript
    Linear
  • 1 person
    Python
    Ollama
    pytest
  • 1 person
    Python
    pgvector
    OpenAI
    Cursor
    Ollama
    pytest
  • 1 person
    Ollama
    Qwen 3
    Godot
    GDScript
    Python
    pytest
  • 1 person
    Python
    PyTorch
    Qwen 3
    LoRA
  • 1 person
    Python
    pgvector
    OpenAI
  • 1 person
    Python
    Ragas
    Ollama
  • 1 person
    Whisper
    Python
    FFmpeg
  • 1 person
    Whisper
    Python
    FFmpeg
    Slack
    PyTorch
    Qwen 3
  • 1 person
    Whisper
    Python
    FFmpeg

Contribution graph

40 total
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Skills & tools

Ollama
Qwen 3
Godot
GDScript
Python
pytest
PyTorch
LoRA
pgvector
OpenAI
Ragas
Whisper
FFmpeg
Notion
Cursor
Linear
Git
Slack

Projects

Ollama + Qwen 3 course in Godot

AI / ML · in progress

Wired a local Ollama server running Qwen 3 into a Godot 4.3 project

Prompt regression suite

engineering · shipped

Locked our production prompts behind snapshot tests so a wording tweak can't silently change output shape

Fine-tuning notebook: LoRA on Qwen

AI / ML · shipped

Notebook that fine-tunes a 7B Qwen with LoRA adapters on our support transcripts

Embeddings pipeline for docs search

engineering · shipped

Chunked the docs by heading, embedded them with text-embedding-3-small and stored the vectors in pgvector

RAG eval harness

AI / ML · shipped

Eval harness that scores retrieval and generation across a golden set

Speech-to-text with Whisper

engineering · shipped

Batch pipeline that transcribes meeting recordings, diarizes speakers and outputs Markdown with speaker labels and timestamps

This is an example profile · built with WorklogLM

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