AI in production, and the numbers to prove it.
Real engagements, real teams, real KPIs, every one built on top of the systems the client already ran.
AI-powered article-to-video content matching with vector embeddings
We built Fanziz a semantic matching engine that automatically associates the most relevant video with every article using OpenAI embeddings and MongoDB Vector Search — eliminating manual content mapping and surfacing related videos the moment an article is published.
Optimizing LLM costs without compromising AI quality
We redesigned Fanziz's entire inference pipeline — RAG-retrieved context, cached prompts, adaptive prompting strategies and hybrid NLP/LLM routing — so token usage and latency fell while answer quality went up.
AI career intelligence platform that assesses potential, not keywords
A career assessment platform that interviews people conversationally, scores them on real workplace scenarios, and recommends the career paths where they are most likely to succeed — with a skill-gap plan to get there.
Real-time AI content moderation and scam detection API for user-generated content
A production text moderation API that scores every message, listing, review and comment in real time — flagging scams, phishing, spam, abuse and harmful content by combining a transformer ensemble with a dynamic keyword engine, and shipping new rules instantly with zero downtime.
Computer vision that picks the right ad for the audience standing in front of the screen
An AI-powered digital billboard platform that reads anonymous audience context in real time and selects the most relevant advertisement automatically — no facial identification, no manual scheduling.