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Luca Cavazzana

Luca Cavazzana

Senior Software Engineer | Java, Python, Kubernetes | Agentic AI

Milan, IT
Italian, English

Background


About

About

Senior Software Engineer with 13 years building AI platforms and enterprise optimization products. Designed and shipped backend microservices, Kubernetes infrastructure, CI/CD, and enterprise integrations end-to-end on small engineering teams. Currently driving agentic AI adoption in the engineering org, building Claude Code skills that capture expert reasoning.

Work Experience

Work Experience

  • Senior Software Engineer, Akamas

    Feb, 2019 - Present

    Joined in the early days of a startup, now a scaleup, building an AI-powered optimization platform for application runtimes, containers, and cloud infrastructure. Full-stack ownership across Java (Spring Boot) and Python microservices, AWS, Kubernetes, platform integrations, CI/CD, and enterprise customer support.

    • Bootstrapped the infrastructure of a new SaaS product line: Kubernetes, CI/CD (GitLab, ArgoCD), and monitoring. Now owning the business logic that integrates customer observability stacks

    • Drove the core product's migration from VM-only to Kubernetes-native (Helm), opening the platform to Kubernetes-first enterprise customers

    • Optimized a customer's Spark infrastructure, halving cost with 11% faster execution; presented at the Performance Advisory Council (PAC)

    • Extended the platform with new integrations (Oracle Database, Kubernetes, Apache Spark, OpenJ9, NeoLoad Web) in partnership with product and customer success teams; maintained the existing connector portfolio

    • Delivered OAuth/SSO authentication across the stack, enabling adoption by customers with enterprise SSO requirements

    • Mentored engineers through code reviews, design discussions, and onboarding

    • Driving agentic AI adoption to streamline engineering workflows; building Claude Code skills that encode team processes and expert reasoning

  • Technical Solutions Engineer, ContentWise

    May, 2016 - Feb, 20192 years 9 months

    Technical owner for production integrations of ContentWise's video recommendation engine serving AT&T DirecTV (~20M subscribers), Bell Canada, TIMvision, and Mediaset Infinity.

    • Engineered real-time data pipelines reconciling catalog and metadata across heterogeneous datasources (Python, MySQL, ElasticSearch, RabbitMQ)

    • Designed REST integration flows mapping customer UX requirements to the recommendation API

    • Built high-availability infrastructure: caching (Varnish, Redis), monitoring, disaster recovery, and automated provisioning (AWS, Ansible)

    • On-call L3 support for mission-critical production systems serving millions of users

  • Junior Professional Services Consultant, ContentWise

    May, 2014 - May, 20162 years

    Delivered ContentWise recommendation engine integrations for OTT providers across Europe, Americas, and Asia.

    • Managed Sky Brasil's on-premise deployment as project lead, from requirements through production

    • Delivered integrations for Maxdome (Germany), Mediaset Infinity (Italy), and TrueVisions (Thailand)

    • Built video catalog ingestion pipelines (Groovy, MySQL)

    • Automated AWS provisioning (Vagrant, Puppet)

  • Natural Language Understanding Engineer, Maluuba

    Sep, 2013 - May, 20148 months

    Extended the NLP engine at Maluuba (later acquired by Microsoft Research) with Italian-language support, powering voice assistants for BlackBerry Personal Assistant and Samsung Smart TVs.

    • Reached 95% accuracy in intent classification (SVM) and entity extraction (CRF) for Italian-language voice commands

    • Built Python-based synthetic sentence generator using a custom templating language to augment low-resource training data

    • Automated model training and deployment pipelines (Bash, Python)

  • Jr. Software Engineer, STMicroelectronics

    Jun, 2012 - Jul, 20131 year 1 month

    • Developed sensor fusion algorithms (GPS + visual odometry) for Artemis Astute, an EU autonomous navigation research project (C++, Matlab)

    • Re-engineered an internal tool for thermal analysis of IC packages, cutting analysis time from hours to minutes (Matlab, Genetic Algorithms)

    • Maintained a RHEL cluster running thermal simulation workloads

Skills

Skills

  • Languages & Frameworks

    Java

    Python

    Spring Boot

    Bash

    SQL

  • Distributed Systems & Cloud

    Kubernetes

    Docker

    Helm

    Amazon Web Services (AWS)

    ArgoCD

    GitOps

    Ansible

    Linux

    Microservices

    Platform Engineering

    Infrastructure as Code

  • AI & Machine Learning

    Large Language Models (LLM)

    Anthropic Claude

    Agentic AI

    Machine Learning

    Deep Learning

    Natural Language Processing (NLP)

  • Data & Observability

    PostgreSQL

    MySQL

    ElasticSearch

    RabbitMQ

    Prometheus

    Dynatrace

  • Practices

    System Design

    API Design

    CI/CD

    Technical Leadership

    Git

    GitLab

Education

Education

  • Computer Engineering, Master of Engineering (MEng), Politecnico di Milano

    Sep, 2008 - Apr, 2012

  • Computer Engineering, Bachelor of Engineering (BEng), Politecnico di Milano

    Sep, 2004 - Jul, 2008

Certificates

Certificates

Publications

Publications