From Data Operations to AI Architecture.
For the last 16 years, I've been leading data operations, managing technical governance, and building highly complex CGI and data pipelines for multinational companies. As the Founder of rek0de, I spent the last several years turning bleeding-edge R&D into automated, 'Zero-Trust' AI production pipelines that reduce costs and increase output without compromising brand safety.
Engineered delivery pipelines and technical assets for:
Featured Architecture
Enterprise Project
Arcadia FinTech: Autonomous Campaign Hub
An enterprise-grade, agentic Generative AI pipeline that autonomously generates, compliance-checks, and natively typesets localized marketing assets.
Core Architecture
Zero-Hallucination Brand Safety
Utilizes Multimodal Reference Image Prompting to guarantee physical product geometry and logo placement remain completely untouched within synthetic AI environments.
Self-Healing Compliance Loop
A multimodal Vision Agent acts as an automated 'Bouncer,' inspecting generated bytes in memory and rejecting outputs that fail strict legal/brand guidelines before writing to disk.
Programmatic RAG & Live Sync
Injects live promotional data into creative workflows, with an agent dynamically rebuilding the SQL cache milliseconds before executing RAG queries.
Decoupled Microservices
Built on an asynchronous FastAPI backend, orchestrated by Gemini-powered agents, and controlled via a custom Streamlit UI.
Tech Stack
Tech Stack & Competencies
16 years of engineering expertise distilled into production-ready solutions
Building autonomous AI agents, multimodal Vision pipelines, and custom orchestration layers. Expert in prompt engineering, fine-tuning, and programmatic RAG architectures.
Production Python pipelines with FastAPI, async processing, and robust data engineering. Building decoupled microservices, live SQL auto-syncs, and custom Streamlit dashboards.
Certified Data Protection Officer with deep GDPR expertise. Building compliant AI systems with automated safety rails, privacy-by-design, and Zero-Trust architecture.
Multi-cloud architecture (Azure, AWS) and modern AI-assisted dev environments (Cursor, Antigravity). Expert in enterprise Microsoft ecosystems including Power Platform and Copilot Studio.