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MasSica/README.md

Massimiliano Sica

R&D Engineer in Networking| PhD Candidate @ TU Berlin

Building production-grade observability and telemetry systems for network infrastructure.

Experience

  • πŸ‡©πŸ‡ͺ Research and Developement Associate @ Fraunhofer HHI β€” telemetry pipelines, autonomous network reconfiguration, and AI-assisted fault detection for optical networks
  • πŸ‡ΊπŸ‡Έ Visiting Research Scholar @ UC Davis β€” deep reinforcement learning for datacenter network reconfiguration
  • πŸ‡©πŸ‡ͺ Intern @ ECB β€” automated data extraction pipelines for large-scale regulatory datasets

Education

  • πŸŽ“ PhD in Electrical & Computer Engineering β€” TU Berlin (2023–2026)
  • πŸ“š MSc Telecommunications Engineering β€” Politecnico di Milano (2019-2022)
  • πŸ“š BSc Electronic & Communications Engineering β€” Politecnico di Torino(2016-2019)

Projects

  • πŸ“Š - DCN Observability (currently private) A cloud-native observability pipeline for datacenter networks: gRPC-based metric streaming, topology-aware anomaly detection, and automated alerting on Kubernetes
  • 🧠 - Self-Supervised Deep Reinforcement Learning for DC/HPC Reconfiguration: Master thesis project developed using Pytorch making use of self supervised learning for DC/HPC applications associated to the publication Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Reconfiguration

Connect

CONNECT WITH ME 🀝:

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  1. Self-Supervised-Deep-Reinforcement-Learning-for-DC-HPC-Reconfiguration- Self-Supervised-Deep-Reinforcement-Learning-for-DC-HPC-Reconfiguration- Public

    Forked from ngncsgit/hpc_testbed

    This repository contains my master's thesis work associated to the publication Experimental Assessment of Reversibility-Aware Deep Reinforcement Learning for Optical Data Center Network Reconfigura…

    Python