Selected work
Natural language to API payload generator combining RAG for schema retrieval with a locally fine-tuned Llama 3B model. Deterministic evaluation achieved 95% valid JSON on unseen enterprise API specs — a secure, low-latency, on-premise alternative to frontier models.
Autonomous support agent prototype using agentic loop architecture and DeepSeek for enterprise ticket classification. Retrieval pulls resolution evidence from historical documentation, enabling the agent to draft highly accurate, cited responses.
End-to-end AI SaaS that autonomously scrapes job boards and uses language models to match live listings against user résumés. C# .NET 8 Azure Functions and Supabase backend with a Next.js frontend, generating daily digest emails with fit scores and automated cover letters.
Full stack market briefing web app in C# and ASP.NET Core, integrated with the Anthropic Claude API to process data and generate automated intelligence summaries. Hosted on Azure with a cost-optimised caching architecture.
OpenClaw agent skill that automates job discovery across LinkedIn, Poslovi Infostud, and HelloWorld.rs. Scrapes live listings, scores each role against your résumé using DeepSeek, and delivers a structured digest.
Social-media-inspired platform emphasising free speech and anonymity. Built with Node.js, Express.js, and MongoDB, deployed on Heroku.
Product Innovation Program: market strategy for Islamic Banking entry in the Middle East, including a localised prototype of the Odessa application.
E-commerce platform for bulk goods delivery. Pitched to angel investors; collaborated with market researchers and a developer team to evaluate business feasibility.