AI Systems
AI-Powered Product Systems
A collection of AI-powered systems I’ve built using retrieval, structured outputs, and frontend interfaces to solve real workflow problems.
AI Portfolio Knowledge Assistant
A retrieval-grounded AI assistant built on top of my portfolio, case studies, and professional experience to answer questions about my background, skills, and project work.
AI Job Fit & Cover Letter System
Evaluate how my profile aligns with a specific role. The analyzer uses my indexed experience and project data to generate score, strengths, gaps, and practical next steps.
AI Case Study Tailor
An AI system that analyzes role requirements, retrieves the strongest matching projects from my portfolio, and helps tailor how my experience is presented for a specific opportunity.
Opportunity Finder
Fetches live job listings based on your keywords, ranks them by fit against your experience in a single LLM pass, then generates a detailed fit analysis and cover letter for any role on demand.