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  • Karlsruhe Institute of Technology | KIT
  • Germany

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donvini94/README.md

Vincenzo Pace, M.Sc.

AI & Identity and Access Management (IAM) Consultant | Software Engineer

I work at the intersection of AI, security, and software engineering, helping organizations design, build, and operate enterprise-grade systems that create measurable business value.

My focus is on using AI for automation and efficiency gains—not as a gimmick, but as a practical tool to improve decision-making, reduce operational friction, and scale organizations responsibly. At the same time, I place strong emphasis on security, performance, and user experience, ensuring solutions are robust, maintainable, and suitable for real-world enterprise environments.

I’m particularly interested in problems where complex technical systems meet organizational and economic constraints: scalability, security, maintainability, performance, and cost efficiency.


What I work on

  • Identity & Access Management (IAM)

    • Identity governance & administration (IGA)
    • Access models, lifecycle automation, and compliance-driven design
    • Integration of IAM platforms into heterogeneous enterprise landscapes
  • Artificial Intelligence & Machine Learning

    • AI-driven automation and process optimization
    • ML systems that augment human capabilities rather than replace them
    • Applied experimentation with a focus on reproducibility and explainability
    • Interest in reinforcement learning and surrogate modeling
  • Software & Systems Engineering

    • Designing and implementing reliable backend systems
    • Tooling, automation, and developer experience improvements
    • Cost-aware infrastructure and operational simplicity

Technical background

Languages & ecosystems

  • Rust • Python • Nix

    • Rust for performance, correctness, and strong type systems
    • Python for rapid iteration, ML workflows, and integration
  • Functional programming influences (Haskell)

Systems & tooling

  • NixOS & reproducible builds

    • Centralized, declarative system configuration as both infrastructure and documentation
  • Linux-based infrastructure & DevOps practices

  • Emacs (Org-mode, org-roam) for knowledge management and research

Engineering principles

  • Reproducibility over heroics
  • Clear abstractions over clever hacks
  • Systems that are easy to reason about, operate, and evolve

Professional focus

As a consultant, I care deeply about outcomes, not just implementations. My work is guided by:

  • Automation that compounds over time
  • Enterprise-grade security and reliability
  • High performance and thoughtful user experience
  • Clear business value and measurable impact

I continuously evaluate new technologies and research to broaden my horizon, separate durable trends from hype, and apply what is genuinely useful to clients. I favor solutions that scale well operationally and remain understandable long after the initial delivery.


Selected interests

  • AI as a lever for sustainable automation and productivity
  • Identity as a security and organizational primitive
  • Declarative systems and infrastructure as documentation
  • Reproducible research and transparent engineering
  • Long-term value creation over short-term optimization

Contact

  • GitHub: @donvini94

I aim to build systems—and teams—that are resilient, understandable, and effective under real-world constraints.

Pinned Loading

  1. nixos-config nixos-config Public

    NixOS configuration for desktops and homeservers.

    Nix 1 1

  2. TPCM-generator TPCM-generator Public

    Python tool to generate training data for my master thesis

    Python 1