□ 02_PRODUCTION
Systems Built
Production systems that work with AI's nature, not against it. Each layer builds on the previous.
HeyContext
Multi-agent orchestration workspace where families of specialized agents coordinate autonomously. Adaptive model + config selection across OpenAI, Claude, Gemini, Llama, and more.
Agents write A2A notes, generate prompts on-demand and iterate every time. Redis-backed async processing. Background intelligence pipelines. Advanced anti-summary context enrichment system.
The bottleneck isn't individual agent capability; it's coordination overhead. Built architecture where agents share context and learn collaboration patterns.
role
CEO · Lead Architect · Lead Engineer
timeline
Sept 2024 - Present
stack
FastAPI · Redis · Convex · Agno · Next.js
status
Serving users in production
HeyContent
Cross-platform memory architecture connecting Instagram, YouTube, Gmail, notes. Built unified context layer through semantic linking and vector embeddings. Synthesized multimodal data from diverse sources and offered cross-platform insights and recommendations.
Core technology now integrated into HeyContext. Enables agents to maintain coherent understanding across platforms and sessions.
Long-horizon work requires persistent memory. Agents need to build and maintain world models that span multiple interaction surfaces.
role
CEO · Lead Developer
timeline
Mar 2025 - Sept 2025
integration
5+ platforms · Real-time sync
Brink Mind
Voice AI mental health app with Apple Watch biometric integration. Combines real-time conversational AI and journaling with heart rate and HRV analysis. Swift + Python + Core ML.
Science-backed patterns, post-quantum encryption, and reflections users can use. Demonstrated multimodal signal fusion: linguistic + physiological analysis reveals patterns neither shows alone.
Users need a privacy-first, responsible mental health tool—not another AI companion or therapist.
role
CEO · Lead Architect · SwiftUI Developer
timeline
Nov 2024 - Mar 2025
platform
iOS · watchOS · HealthKit