Project Portfolio

Technical implementations focused on machine learning infrastructure and distributed systems.

AI Engineering Distributed Systems

Enterprise Semantic Search (ITSERR)

Architected a high-concurrency search platform for the scientific community. Engineered custom-tuned embedding models and an async backend to handle complex semantic queries across massive datasets.

Async Processing
Custom Embeddings
Microservices

Tech Stack

Python FastAPI Vector DB AsyncIO Docker
GenAI Automation

Generative Video Pipeline

Engineered a full-stack automated video processing pipeline for a major digital creator. Used generative models and task orchestration to automate editing and content generation.

70% Overhead Reduction
End-to-End Automation

Tech Stack

Generative AI Workflow Orchestration Cloud Native Python
System Architecture AI Integration

Contextual Ad-Vision (ADVisor)

Architected the integration of legacy stacks with modern AI for a major broadcaster. Developed event-driven orchestration for automated video analysis and ad-break identification.

Event-Driven
Legacy Integration
Real-time

Tech Stack

Computer Vision Kafka/RabbitMQ Microservices Java/Spring

Project Inquiry

Available for technical consulting and systems development.

Schedule a Technical Session

Technical Consulting

Available for systems engineering and AI infrastructure projects.

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Location

Milan, Italy (Remote)

marco.patti@finconsgroup.com

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