AI Product Manager & Builder | Agentic Systems, Autonomous Workflows & Vibe Coding Enthusiast
I operate at the intersection of AI Product Management and technical execution. I build and productize Agentic AI systems, multi-agent orchestration architectures, and high-velocity vibe-coded workflows that turn cutting-edge LLM capabilities into production SaaS.
- 🔭 Role & Focus: AI Product Manager driving end-to-end AI software lifecycle—from concept and rapid vibe prototyping to production deployment.
- 🧠 Core Obsessions: Autonomous Agents (ReAct loops, live tool streaming), Human-in-the-Loop AI safety, Extended Reasoning architectures, and Agent-first developer workflows.
- ⚡ Philosophy: "The best PMs don't just write PRDs—they prototype intelligence and build the future with agents."
- AI Product Strategy: Scoping, defining, and shipping AI-native SaaS products, multi-tenant agent architectures, and quota/tier management systems.
- Agentic Systems & Orchestration: Designing autonomous tool-calling pipelines, persistent memory engines, and multi-agent coordination frameworks.
- Vibe Coding & Velocity: Championing AI-assisted software engineering and agentic workflows to ship robust production features 10x faster.
- Technical Foundations: Hands-on background in full-stack architectures, high-concurrency backends, and low-latency SSE streaming.
| Project | Description | Stack |
|---|---|---|
| OmniAgent | Enterprise Agentic AI Platform with live tool calling (Web Search, Python sandbox, Terminal execution), transparent reasoning UI, JWT SaaS multi-tenancy, and tier quotas. | FastAPI, Next.js 14, Tailwind CSS, SQLite, AsyncIO |
| WebScraperQA | Automated web scraper and semantic QA pipeline converting web data into vector embeddings for insight extraction. | Python, Vector DB, Embeddings, HTML |
| MonitoringApplication | High-throughput URL monitoring application tracking uptime, metrics, and incident alerts. | Go, Dashboards, Alerting |
| AI Voice Quality Ingest | Enterprise UCCX audio ingest pipeline utilizing local models for automated support voice quality analytics. | Python, Audio Processing, Local AI, MLOps |