A collection of things I've built — from AI-powered platforms to open source tools.
Solving the frustration of comparing cars across fragmented sources. What aggregating 49,000+ vehicles taught me about data quality, scraper maintenance, and why boring technology choices are often the right ones.
Tackling the challenge of scaling charity outreach without losing the human touch. What building voice AI taught me about latency, conversation design, and why compliance should never be an afterthought.
Learning AWS the hard way by building a production scraping system. Understanding Lambda cold starts, DynamoDB costs, and why infrastructure as code matters.
Building a B2B SaaS platform that helps companies track carbon emissions, manage sustainability policies, and meet ESG compliance requirements. My deep dive into AWS Amplify Gen 2 and enterprise-grade serverless architecture.
Exploring how to make financial data accessible through natural conversation. A Discord bot that connects GPT-4 with Plaid to answer questions about your finances in plain English.
Building an authentication system that prevents fake accounts before they exist. Using facial recognition and device fingerprinting to verify real humans, not just valid credentials.
Building an e-commerce platform for the creator economy. Letting fans support their favorite creators through gifts, with built in chat, referrals, and a custom currency system.