Rayyan
Mohsin

Facebook/Instagram ad management run through an LLM agent — it creates campaigns, generates creatives, and adjusts performance over the Meta Graph API. The hard problems turned out to be the boring ones: OAuth, token encryption, rate limits, and getting 40+ tools to behave.

Describe your product in chat and it comes back as a 1080p demo video about a minute later — an agent writes the scenes, picks the type and motion, and keeps everything on brand. It started as a question: how much of a video editor can one good agent replace?

Paste a product URL and it reads the page into a brand kit — audience, offer, palette, tone — then stages nine ad concepts on a canvas, rendering images on demand. Most of the work is in the guardrails: type, color, and crop rules enforced at generation time, and budget caps so a session can't quietly burn money.

Fight footage in, punch analytics out. Three models chained together: fine-tuned YOLOv11m tracks the fighters, YOLOv8m reads their pose, and an AttentionBiLSTM classifies six punch types from the motion. Built to replace hours of manual fight review.

Research agents that scrape Reddit, YouTube, and the web, then file what they find. Everything stays searchable in plain English through RAG over vector embeddings — so nothing your team already learned gets researched twice.

A no-friction CV builder I shipped on a weekend for friends and juniors at university applying for their first internships and jobs. Pick a template, fill the form, export a clean PDF — no signup, no paywall. Built because the existing tools felt hostile to first-time job seekers.