I add production-ready AI capabilities to your existing web or mobile app, so you ship smarter features without rebuilding from scratch.

Who this is for: Founders and product teams who want to add AI-powered features (chat, recommendations, scoring, generation, automation) to an app that already exists.

What you get: A fully integrated AI feature set wired into your current codebase, tested with real data, and deployed to production. No prototypes that sit on a shelf.

My stack: OpenAI, Claude, custom ML models, Python, Node.js, React, Next.js, PostgreSQL, vector databases, RAG pipelines.

Week 1: Audit your codebase + define the AI feature spec + select the right model/approach

Week 2: Build the integration layer, API endpoints, and data pipeline

Week 3: Testing, edge case handling, performance tuning, and production deployment

InterviewIz.com: Built real-time AI scoring, question generation, and video analysis handling 10K+ sessions/month

Multiple AI-powered search, recommendation, and content generation systems for SaaS platforms

I've shipped AI features that actually work at scale. If you need AI that goes beyond a demo, let's talk.