CV Brief
A daily computer vision newsletter run by a fully automated pipeline: it monitors research, tools and industry news, summarises with Claude, publishes to email and Threads, and tunes its posting strategy from performance data.
Applied AI · Computer vision · Malaysia
I'm Paulrydrick Puri, an engineer working on computer vision and AI automation. I design agent workflows that do the repetitive work, including the kind that needs to read photos, documents and video, with a human in the loop where it matters.
Systems I've built and run myself, end to end.
A daily computer vision newsletter run by a fully automated pipeline: it monitors research, tools and industry news, summarises with Claude, publishes to email and Threads, and tunes its posting strategy from performance data.
An agent that drafts replies to my audience and finds conversations worth joining. I approve every reply with one tap before it posts. Runs on Cloudflare Workers with hard budget caps and costs well under a dollar a month.
Watches model training runs, catches loss spikes and stalls, rolls back to a good checkpoint, adjusts and resumes, then reports what happened.
Fixed-scope pilots for teams in Southeast Asia. One workflow, automated in about two weeks.
A weekly briefing on your industry, newsletter plus social posts, built on the same pipeline as CV Brief.
Agents that read invoices, receipts, delivery proofs or site photos and turn them into clean data, alerts and reports.
Tell me about one repetitive task your team wants gone.