SYSTEM ONLINE

AI Solutions Architect

Deploying Intelligence. Enforcing Systems. Bridging the gap between Generative AI and real-world business logic.

> Specialized in Voice Agents, prompt engineering, and building programs around AI.

01 // The Logic Gap

Generative AI is the way to go yet...

I have found that a GenAI app's success does not depend on the prompt alone, but on the surrounding architecture. Therefore, building robust end-to-end systems—handling business logic, QA, and security—is what turns a raw model into a business product.

My Core Principles:

  • Runtime Adaptability: Prompts shouldn't be static but built dynamically based on the user's live context (call context loaded at the start of the call, prompts built on runtime).
  • Natural Language is the new Code: GenAI is the most logic-coupled field in the history of software engineering. We are no longer just building tools but "training" digital agents to navigate business logic autonomously.

02 // Selected Works

Voice AI
Voice AI Agents (Dictalive)

Key project building AI agents for french clinics. Outbound voice agent: Appointment confirmation. Built on Google CCAI with function calling and logging for realtime observability.

Python Conversational Agents Live API
Transcription Tool
Dynamic Transcription Tool (Dictalive)

A Transcription engine that builds context at runtime based on the doctor's specialty/style and business knowledge. Hosted on Google Cloud Run for serverless scaling. Benchmarked and used daily.

GenAI SDK Cloud Run Prompt Eng.
Linux Server
Homelab Infrastructure

VPS Debian Linux server running this portfolio and open-source tools (encrypted chatting app, n8n). Involves full system administration, security hardening, and virtualization.

Debian Linux VPS SysAdmin

03 // Technical Stack

  • Languages: Python, Rust
  • Frameworks: FastAPI, GenAI SDK
  • Cloud (GCP): Cloud Run, CCAI, Live API
  • Infrastructure: Linux (Debian), VPS, Virtualization
  • AI Ops: Prompt Engineering, Agent Logic, multi-agent system, LLM as a judge, explainable and observable AI

Courses & Certifications

  • > AWS Certified AI Practitioner
  • > Google SEO Fundamentals
  • > SQL Development
  • > GDPR Compliance (Data Privacy)
  • > Google Cloud Training

04 // Initiate Protocol

Get in touch (let's talk AI)

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