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Microsoft for Startups Founders Hub Member

AI Architect.
Commercial Grit.

Bridging the gap between frontier AI orchestration and B2B revenue growth. I build autonomous systems that scale.

Expertise

Agentic RAG & Orchestration

Stack

Azure AI, Groq, Python, TS

Commercial

+$2M Revenue Impact

The Story

From Top-Tier Sales to AI Architect.

I didn't start in a lab. I started on the front lines of technical sales, closing high-value accounts at Verizon and major automotive groups. I learned what businesses actually need: reliability, speed, and ROI.

Today, I use that same commercial grit to build production-grade AI platforms like Jerbo 2.0. I don't just write code; I architect solutions that solve real business problems.

Deep Tech Deep Dive

Live Orchestration

Jerbo 2.0

A full-stack Music OS. I built Super Bob, an autonomous Showrunner agent that manages concepts, slates, and curator flows via Gemini Pro/Flash.

agent.ts
export const generateSagaTheme = async (saga: any) => {
  const prompt = `Analyze this Saga and generate a 
  "Vibe Payload" for the UI theme...`;
  
  // 1. Orchestrate Gemini Pro Content
  const result = await model.generateContent(prompt);
  
  // 2. Parse robust JSON schema for UI consumption
  const data = await parseJsonResponse(result);
  return data;
};
Azure OpenAI Gemini SDK Firebase TypeScript

Inestine Framework

My proprietary R&D framework. It features a Zero-Cost Router that classifies intent and switches between Cloud (Groq) and Local (Ollama) in < 200ms.

router.py
async def route_intent(prompt: str):
    # 1. Intent Classification (Local)
    intent = await classifier.predict(prompt)
    
    # 2. Decision Logic: Cloud vs Local
    if intent in ["CODE_GEN", "HIGH_REASONING"]:
        return await groq.generate(prompt) 
    
    # Low-cost local fallback
    return await ollama.generate(prompt)
Python Groq API Ollama RAM Mgmt

AI & Architecture

  • Azure OpenAI Service
  • Agentic Orchestration
  • RAG Pipelines
  • Vector Databases

Technical Stack

  • Python (Asyncio)
  • TypeScript / React
  • Node.js / FastAPI
  • Azure / GCP / Firebase

Commercial Acumen

  • Technical Pre-Sales
  • ROI Mapping
  • Strategic Discovery
  • CRM Optimization
2025 - Present

Principal AI Solutions Architect

Jerbo

Spearheaded the design of a multi-cloud AI music platform. Engineered SagaStudio and Super Bob autonomous agent.

2025 - Present

AI Orchestration Lead (R&D)

Inestine Framework

Architected zero-cost prompt router and CodeGuardian self-modifying agent system.

2021 - 2025

Senior Technical Solutions Specialist

Automotive Groups

Exceeded revenue quotas by 20% through technical discovery and solution mapping. Engineered advanced CRM workflows.

Next Chapter

Let's build
the future.