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Git Push and Run

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Head of AI Platforms and Cloud Architect. I build large-scale AI infrastructure, design agentic systems, and operate cloud platforms that span thousands of services across multiple countries.

What I Do
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I lead the AI Platforms practice at a major European insurance group, owning the full lifecycle from strategy and architecture through to production operations.

On any given day that means: evolving an LLM Gateway that routes requests to AWS Bedrock, Azure OpenAI, and Google Vertex for 15+ legal entities; designing agent frameworks that automate claims processing, document intelligence, and platform operations; and governing a cloud platform running 2,400+ serverless functions, 370+ containerized microservices, and 850+ data stores.

I write primarily in Go and Python, use Terraform everywhere, and run everything on AWS.

Work Experience
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  1. Head of AI Platforms

    Jul 2025 – Present

    GOSP - Generali Operations Service Platform · Milan, Italy

    Defined and executed the Agentic AI Coding and Delivery strategy for Generali Group. - Set the Group-wide technical roadmap for Generative AI Coding, driving adoption across 15+ legal entities - Built and operate the LLM Gateway: a centralized AI infrastructure routing requests to AWS Bedrock, Azure OpenAI, and Google Vertex - Established the Agentic AI practice — designed agent frameworks, blueprints, and reusable patterns now adopted by country teams for claims automation, document intelligence, and customer service - Architect and govern a production platform spanning 2,400+ serverless functions, 370+ containerized microservices, and 850+ data stores - Delivered 50+ end-to-end AI solutions (claims processing, fraud detection, document intelligence, underwriting) and 30+ reusable shared services - Created an autonomous operations agent that processes infrastructure tickets end-to-end with human-in-the-loop approval for destructive actions - Authored a data-driven AWS cost optimization framework achieving 30–70% savings on compute - Led DORA regulatory compliance, delivering a Third-Party Management platform with automated risk assessment

  2. Group Data, Analytics & Automation Platform Architect

    Mar 2023 – Present

    GOSP - Generali Operations Service Platform · Milan, Italy

    Designed and created the Generali Group Data, Analytics & Generative AI platform. - Led international team across Group Analytics and Central Data Platform - Built enterprise data warehouse with AWS Redshift (Bronze/Silver/Gold model) with standardized Terraform modules for cross-country deployment - Led cloud-native analytics platform serving 10+ countries with integrated LLM capabilities - Built Go microservices reducing response times by 70% - Achieved 50% cost reduction in resource management - Created blueprints adopted across Group Legal Entities for analytics, software engineering, and big data convergence

  3. Senior Software Engineer

    Oct 2022 – Feb 2023

    Sysdig · San Francisco, CA (remote)

    Lead Backend Architect for the Sysdig Secure product. - Designed and implemented high-performance Go microservices achieving 99.99% uptime and 40% improved response time - Scaled system to handle 1M+ daily security events - Architected real-time ETL pipelines with Elasticsearch processing 5TB+ daily data with 60% latency reduction - **Stack:** Go, Elasticsearch, Docker, Kubernetes

  4. Senior Consultant

    Jan 2021 – Oct 2022

    Capgemini · Milan, Italy

    Led cloud architecture design and implementation for enterprise clients on GCP. - Orchestrated microservices deployment on GKE, Cloud Run, and Compute Engine - Designed event-driven systems using Pub/Sub, reducing data processing latency by 60% - Implemented DDD patterns and SOLID principles across Python microservices with 90% test coverage - Built scalable REST APIs with Flask, Django, FastAPI - Integrated OCR solutions processing 100K+ documents monthly - Reduced cloud spend by 40% through cost estimation and optimization - **Stack:** Python, GCP, Kubernetes, Pub/Sub, Firestore, Redis, PostgreSQL

  5. Senior Backend Engineer

    Oct 2018 – Jan 2021

    Rataran.com · Monza, Italy

    Built high-frequency trading infrastructure and real-time data systems. - Developed custom async Interactive Brokers API interface with Twisted/Asyncio handling 10K+ daily trades - Created algorithmic trading systems with NumPy/Pandas achieving 87% prediction accuracy - Designed microservices architecture handling 1M+ daily requests - Implemented real-time ELK Stack monitoring and dashboards - **Stack:** Python, Django, FastAPI, Twisted, Asyncio, Vue.js, Redis, Elasticsearch

  6. Freelance Full Stack Engineer

    Apr 2015 – Sep 2018

    Arcore, Italy

    Delivered data engineering, ML, and backend development across multiple clients. - Built ML models achieving 95% accuracy on 100GB+ datasets using Pandas, NumPy, OpenCV, TensorFlow - Automated data collection systems reducing manual effort by 80% using Scrapy/Selenium - Created JAMStack websites with 3x faster load times and 99.9% uptime - **Stack:** Python, Django, Hugo, Ansible, TensorFlow, Scrapy

Coaching
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I coach software engineers who want to build real skills around AI integration, cloud architecture, and platform engineering — not surface-level familiarity, but the kind of depth that lets you design and operate production systems confidently.

Sessions are 60 minutes, one-on-one, focused on whatever is most useful to you: reviewing an architecture, working through a specific problem, learning a pattern, or thinking through a technical decision.

50 EUR per session.

Book a Session

This Blog
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“Git Push and Run” is where I write about the patterns and tools I find useful in the field. Go, Python, AWS, AI systems, DevOps. No fluff, just code and architecture.

Reach me at manuel.fedele+website@gmail.com or on LinkedIn.