Lab log
What I built and learned
real output: one assessment
Job Search Automation
An agentic pipeline that checks job postings against my non-standard criteria and gives me a go/no-go, next steps and a time estimate. My daily review of job alerts went from 2 hours to 10 minutes.
Tool useStructured extractionGrounded generation
Open project →
FrigoTime
A food waste app: snap a grocery receipt, it tracks what you bought, estimates freshness, and warns you before food expires.
Computer visionStructured extraction+ evals
Visit the beta →
sample brief
Climate Tech Analysis Toolkit
A coached research toolkit that helps career changers build deep, citable knowledge in the climate tech subdomain they care about.
Grounded generationTool use
Read the concept →
Small builds
Quick experiments, one paradigm at a time
Aerial yoga video library
A file watcher picks up new practice videos, transcribes them, pulls out timestamps and files each one in Notion, so I can search my own classes.
Speech-to-textin use
Daily coaching loop
A scheduled Claude Code routine reviews yesterday, sends a start prompt in Slack, and a coach logs progress on a ladder of small reps in Notion.
Scheduled agentruns daily
Book summary rescue
Before a subscription ran out, I scraped my saved book summaries into Markdown and fed them through Obsidian and NotebookLM.
RAG via NotebookLMused
Directory prospect list
For a friend’s small business: 4,563 public directory listings filtered down to 417 regional prospects, with resumable, rate-limited runs.
Automationdelivered