Alessandro Potenza

• Apr 2026 - Present

  Visiting Forward Deployed AI Engineer

  BCG X

  Four GenAI systems for enterprise clients, one productized

  BCG X

• Feb 2022 - Present

  Software Engineer

  Self-Employed

  800+ hours taught, and 2 systems for an energy client

• 2025 - 2026

  Technical Book Author

  NLD Concorsi, Neldiritto Editore

  A 432-page Computer Science manual, published 2026

  The book

• 2024 - 2026

  MSc in Computer Engineering

  Politecnico di Milano

  AI Systems track, 3rd of 193 in the AIRLab challenge

• 2021 - 2024

  BSc in Computer Engineering

  Sapienza University of Rome

  110 / 110 cum laude, in the Honors Program

• 2025 - 2026

  gpufsm

  Research

  A Triton pass that recovers 2.3-6.7x on automata kernels

  triton#10773, declinedCompiler pass

• 2026

  Flash-Reasoning

  Systems

  2.54x on reasoning attention by sharing the KV prefix

  Source

• 2026

  Flash-SAE

  Systems

  13.6x on the SAE decoder forward, 1.78x end to end

  Source

• 2026

  Reading landfills off a satellite

  Research

  Doubling landfill localisation at 120 cm without retraining

• 2026

  Energy Forecast IT

  AI/ML

  rMAE 0.34 to 0.39 across all 7 Italian power zones

• 2026

  pvsite

  Data

  677,534 parcels read, 611 big enough to build on

Also

• atlas-mm

  AI/ML

  134K orders per second, 4 book invariants proved in Z3

• Verify-CBL

  AI/ML

  Z3 proved 42 of 42 LLM translations of legacy code

• agentrial

  AI/ML

  Wilson intervals for agents, on PyPI, 450 tests

• SplatSLAM

  Research

  Dense SLAM from RGB video using 3D Gaussian Splatting

• ConceptHub

  Web

  Book summaries and concept maps, 3 record types, 2024

• Music Genre Classification

  AI/ML

  82 to 83 percent on GTZAN, with a leak-free split

• Chessboard.js

  Web

  A dependency-free chess board, published on npm

• 2026

  Upstream compiler patches

  Systems

  5 patches merged in OpenAI Triton and LLVM's MLIR

  Triton PRsLLVM PRs

• Programming

  Python · TypeScript · C++ · JavaScript · C · Java · SQL

• AI/ML

  PyTorch · LLM APIs · Computer Vision · Scikit-learn · SLAM · TensorFlow · NLP

• Systems

  CUDA · OpenAI Triton · Docker · GCP · Linux · Kubernetes · Git · AWS

• Formal methods

  Z3 SMT Solver · Formal Verification · Neuro-Symbolic AI

• Data

  PostgreSQL · MongoDB · MySQL · Redis · VectorDB · Spark

• Web

  FastAPI · React · Node.js · REST APIs

• Aug 2026

  Paper accepted, IEEE HPEC 2026

  IEEE High Performance Extreme Computing Conference

  Sole author, accepted for an oral talk and IEEE Xplore

• 2025

  AI Challenge, third place

  Politecnico di Milano, AIRLab

  3rd of 193 teams, Vision Transformer ensemble

• Dec 2025

  Merit-Based Scholarship

  Politecnico di Milano

  Awarded Dec 2025 on grade average and credits earned

• 2024

  Tech4Good Global Finalist

  Huawei Technologies

  National winner of 1, then the global finals in China