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Luca Cavazzana

Luca Cavazzana

Senior Software Engineer | Agentic AI

Milan, Lombardy, IT
Italian, English

Background


About

About

Software engineer with 13 years building AI and machine learning products, from NLP systems to optimization platforms. The day job is product feature development: microservices, integrations, platform migrations. The current obsession is agentic AI: building Claude Code skills that encode specialized frameworks to get expert-level results in domains beyond the user's expertise. A good skill isn't just automation. It captures how an expert would reason through a problem.

Work Experience

Work Experience

  • Senior Software Engineer, Akamas

    Feb, 2019 - Present

    Senior Software Engineer at Akamas, an AI-powered full-stack optimization platform (application runtimes, Kubernetes, cloud infrastructure). Led development of product features, integrations, and platform migrations.

    • Led feature development across the core product: Java (Spring Boot) and Python microservices spanning business logic, platform APIs, and customer-facing capabilities

    • Built native integrations with Dynatrace, Prometheus, NeoLoad, Apache Spark, and Oracle Database, extending the platform's reach across diverse tech stacks

    • Transitioned the product to a Kubernetes-native architecture (Helm), enabling flexible customer deployments

    • Managed CI pipelines (GitLab, AWS, Ansible)

    • L3 technical support for enterprise customers

    • Authored customer success stories and technical documentation for marketing

    • Championing agentic AI adoption across diverse aspects of the engineering lifecycle. Building Claude Code skills that embed specialized frameworks and methodologies, unlocking expert-level results in domains outside the user's expertise

  • Technical Solutions Engineer, ContentWise

    May, 2016 - Feb, 20192 years 9 months

    Maintained ContentWise's video recommendation API integrations for 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)

    • Advised customers on API design, mapping UX requirements to REST integration flows

    • Built performance fallback systems (Varnish Cache, Redis), monitoring, disaster recovery, and automated provisioning (AWS, Ansible)

    • On-call L3 support for mission-critical outage response

  • Junior Professional Services Consultant, ContentWise

    May, 2014 - May, 20162 years

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

    • Led end-to-end delivery of Sky Brasil on-premise deployment, requirements through production

    • Supported 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 (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)

    • Rewrote from scratch an internal tool for thermal analysis of IC packages, cutting analysis time from hours to seconds (Matlab, Genetic Algorithms)

    • Managed RHEL cluster infrastructure running thermal simulation workloads

Projects Experience

Projects Experience

  • ContentWise integration with DirecTV, ContentWise

    Feb, 2016 - Aug, 20182 years 6 months

    DIRECTV STREAM - Live Stream TV on Mobile & Streaming Devices

  • ContentWise integration with TIMvision, ContentWise

    Dec, 2015 - Nov, 201611 months

    Integration of the ContentWise recommendation engine within TIMvision's OTT platform. Service integration design, data-ingestion pipeline, and Azure deployment.

  • ContentWise integration with Multimedia Polska, ContentWise

    Apr, 2016 - Oct, 20166 months

    Integration of the ContentWise recommendation service within Multimedia Polska's OTT platform. Service integration design, data-ingestion pipeline, and on-premise deployment.

  • ContentWise integration with Maxdome, ContentWise

    Apr, 2014 - Feb, 201510 months

    Recommendation engine integration for Maxdome (Germany). Java, MySQL, AWS.

  • RC Fitter, STMicroelectronics

    Mar, 2013 - Jul, 20134 months

    Modeling tool for integrated circuit packages, automates the analysis of thermal profiles synthesizing the equivalent Foster network. The extracted RC parameters approximate component behavior in large-scale thermal simulations.

  • Polimi EMG Analysis, Politecnico di Milano

    Oct, 2011 - Apr, 20126 months

    Human-computer interface for reliable hand movement recognition from forearm electromyographic signals, with timings suitable for interactive applications. Designed as a natural controller for a rehabilitation exoskeleton.

  • IAAS Fog, Politecnico di Milano

    Nov, 2010 - Feb, 20113 months

    Computer vision system analyzing video from a car-mounted camera to assess visibility conditions by tracking contrast evolution of features across frames.

  • GAFIS - Genetic Algorithms for Image Stitching, Politecnico di Milano

    Nov, 2008 - Feb, 20093 months

    Automatic panoramic image stitching tool based on genetic algorithms.

Skills

Skills

  • Languages & Frameworks

    Java

    Spring Boot

    Python

    C/C++

    SQL

    Bash

  • Infrastructure & DevOps

    Linux

    AWS

    Kubernetes

    Helm

    Docker

    Ansible

    GitLab CI

  • Data & Integrations

    MySQL

    ElasticSearch

    Prometheus

    Apache Spark

    Apache Airflow

  • AI & Machine Learning

    Machine Learning

    Deep Learning

    Natural Language Processing

    Computer Vision

    LangChain

    Anthropic Claude

    Neural Networks

    Genetic Algorithms

Education

Education

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

    Jan, 2008 - Jan, 2012

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

    Jan, 2004 - Jan, 2008

Certificates

Certificates

Publications

Publications

  • New Results on Classifying EMG Signals for Interfacing Patients and Mechanical Devices , Springer International Publishing

    Published on: Jan 01, 2014

    Proposes integrating muscular activity detection in the rehabilitation loop. A new EMG analysis tool achieves reliable early recognition of hand movements, generating the first control variable after 200 ms—below the 300 ms threshold for interactive applications—enabling an EMG classifier to serve as a reliable controller for a flexible rehabilitation device.