Engineered Outcomes

Strategic interventions that turn technical risk into business leverage. From rescuing stalled architectures to shipping mission-critical systems.

AI Engineering Distributed Systems

Enterprise Semantic Search (ITSERR)

The Intervention

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.

Efficiency Protocol

< 200ms query time

Business Impact

Async Processing
Custom Embeddings
Microservices

The Architecture

Python FastAPI Vector DB AsyncIO Docker
GenAI Automation

Generative Video Pipeline

The Intervention

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.

Efficiency Protocol

70% overhead reduction

Business Impact

70% Overhead Reduction
End-to-End Automation

The Architecture

Generative AI Workflow Orchestration Cloud Native Python
System Architecture AI Integration

Contextual Ad-Vision (ADVisor)

The Intervention

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.

Efficiency Protocol

Real-time processing

Business Impact

Event-Driven
Legacy Integration
Real-time

The Architecture

Computer Vision Kafka/RabbitMQ Microservices Java/Spring

Need Certainty?

Bring me in to de-risk your critical infrastructure.

Secure Your Outcome

Let’s build something resilient.

Pick a path to get in touch

Step 1: Scoping & Architecture

We define the data model, tech stack, and critical path to launch.

Step 2: Targeted Build Sprints

High-velocity development of the core value proposition.

Step 3: Launch & Handover

Production deployment, monitoring setup, and codebase transfer.

We'll discuss:
  • 01.Do you have a validated product spec?
  • 02.What is the single core feature?
  • 03.What is your target launch window?

Ready to start?

You'll be booking a The MVP Launchpad session.

Book MVP Scoping

Trusted by engineering teams to reduce infra costs by 40%

Not ready to book? Email me directly

Professional Liability Insured

Milan • Italy • Est. 2026