Building production-grade systems by leveraging LLMs to compress development cycles from weeks to hours.
Build → Ship → Iterate → Learn → Repeat
I treat LLMs as force multipliers to compress weeks of architecture and planning into hours, then ship clean, useful products.
Currenly:
- Studying distributed systems & software design patterns
- Pushing coding agents to production constraints
| Project | Description | Stack/Links |
|---|---|---|
| BibleLM | Fast, neutral Bible chatbot with strict original-language RAG (zero theology, edge-optimized) | GitHub TS · Groq · Vercel Edge · Hybrid RAG |
| KnowBear | Adaptive explainer: toddler ↔ teen ↔ meme-style breakdowns with real-time search & model routing | GitHub Vite + TS · Groq ensemble · Tavily/Exa · Redis |
| AI Slop Detector | Privacy-first local AI-image detector Chrome extension (no uploads) | GitHub Chrome MV3 · FastAPI · Hugging Face Transformers (CPU ensemble) |
| VexTube | Distraction-free YouTube learning player with simultaneous rich Markdown notes export | GitHub Next.js 16 · React 19 · Supabase |
| DailyThoughts | Private, invite-only shared journaling for couples & close friends | GitHub Next.js + Supabase Auth + Postgres |
| Tutor Intelligence Dashboard | AI-powered student progress tracker that surfaces weekly learning patterns and insights. | GitHub TypeScript · Next.js · AI Summaries · EdTech |
18+ months at Toastmasters International
- Vice President of Education — Planned and directed the club's educational program by scheduling speeches and roles, managing Pathways progress in Base Camp, assigning mentors, tracking member achievements, and ensuring high-quality meeting agendas to support individual growth and club success.
- Secretary — Maintained accurate club records, took and distributed meeting minutes, managed correspondence and membership rosters, handled officer updates with Toastmasters International, and kept essential documentation organized to keep the club running smoothly.
These roles sharpened my skills in structured communication, team coordination, and systems-level problem solving: directly transferable to building and shipping complex software projects.
Languages — TypeScript, Python
Frontend — React, Next.js, Vite, Tailwind, Radix UI
Backend & Data — FastAPI, Supabase, PostgreSQL, Redis
AI/Inference — Groq, Hugging Face, OpenAI SDK
- Velocity over perfection
- Privacy-first by default
- Ruthless pragmatism
- Systems thinking
- Zero-cost
- UX that focuses on functionality
DMs open. Let’s build something fast and useful.
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