I will be your ai native agentic and harness engineering architect

Hi, I'm Avi, AI-native Engineer / AI Architect with 20+ years helping Startups to SMEs across US, UK, SEA & Europe turn AI ideas into production reality. Helped building multi-AI agentic architecture stealth to production mode. As a consultant to MS/Google/Amazon ecosystems, I bridge the gap from PoC to scalable, secure, cost-efficient production systems.

What I Deliver

• Agentic AI Architecture Multi-agent systems using MCP, API, Skills
• AI Strategy & Scoping Idea validation, PoC, production roadmaps
• Agentic SDLC Engineering AI-native SDLC for delivery workflows
• Responsible AI Fairness, transparency, explainability, safety & governance built-in
• Multimodal RAG Text, image, audio, video + vector DBs (Qdrant, Chroma)
• Prompt & Context Engineering Memory, tools, cost optimization

My Stack

Agents: CrewAI · Agno · Google ADK · LangChain · Langfuse

Code: Claude Code · Antigravity · Qdrant/Chroma/Pinecone · CockroachDB · TiDB

Currently building a Manus-like AI presentation system for a stealth tech product startup.