Profile
I am a technical professional with an academic background in computational physics and applied machine learning, currently focused on leading complex projects from idea to delivery. My strengths are cross-functional coordination, translating ambiguity into actionable plans, and keeping teams aligned on priorities, timeline, and outcomes.
Management Focus
  • Project planning and execution in research and innovation contexts
  • Task decomposition, prioritization, and progress tracking across teams
  • Stakeholder communication with technical and non-technical audiences
  • Data-driven decision making and iterative problem solving
  • Technical mentoring and teaching in classroom and lab environments
Professional Experience

Industrial AI Challenge 2023 - Team Supervisor

2023 | Adige / BLM Group with Hub Innovazione Trentino

During a timespan of 11 weeks, our team collaborated with BLM Group company, the parent firm of Adige SpA, to develop an AI planner. The model can analyze sales trends and serves as a central point for manufacturing workflow decision-making. I was responsible for data preprocessing and team supervision, including task tracking and communication with company stakeholders and the organization committee.

Tutor and Teaching Assistant

Sep 2019 to present | University of Trento

In the in-class courses, my task as a tutor was to prepare ad-hoc exercises beforehand and then follow students in their reasoning by providing hints and guidance toward the solution. In laboratory courses, our job was to explain lab experiences and assist students in data collection and analysis, ensuring that they understood the underlying reasoning and scientific approach.

  • Feb 2025 - Sep 2025: Scientific Programming (teacher assistant, DF)
  • Feb 2024 - Sep 2024: Scientific Programming (teacher assistant, DF)
  • Sep 2022 - Dec 2022: Introductory Physics Laboratory, Mathematical Basis for Cognitive Sciences, Mathematics and Statistics I
  • Mar 2022 - Jun 2022: Laboratory of Physics I with Matlab, Introductory Physics Laboratory

Founding Member - Progetto Apollo

2017 to 2022 | University of Trento / Arditodesio

Progetto Apollo is a scientific divulgation group operating at the University of Trento in collaboration with Arditodesio. Activities include research on key topics and interviews with university professors to produce narratives based on storytelling principles.

Junior Scientist Internship - Fondazione Bruno Kessler

Jul 2015 | Trento, Italy

The task of our two-student team was to study the effects of different NaCl concentrations on the contact angle between water droplets and various substrates (Borosilicate, Aluminium, and Soda-Lime Glass). The analysis was conducted both in static and dynamic regimes, and the experience concluded with a presentation during Notte dei Ricercatori 2015.

Training and Certifications
Technical Background (Selected)

PhD Student in Statistical and Biological Physics

Nov 2023 to present | University of Trento

Research on computational and machine learning approaches for complex biological systems.

Master's Degree in Physics

Sep 2020 to Mar 2023 | University of Trento

Final grade: 110/110. Strong training in computational modeling and data analysis.

Bachelor's Degree in Physics

Sep 2016 to Mar 2020 | University of Trento

Final grade: 94/110. Foundation in quantitative methods and scientific problem solving.

Talks
Languages
  • Italian - Native speaker
  • English - Fluent (C1)
Skills
  • Python (advanced)
  • C (intermediate)
  • LAMMPS (intermediate)
  • NumPy and SciPy
  • Pandas and scikit-learn
  • PyTorch
  • Matplotlib and Jupyter
  • Quarto
  • OpenCV and Tesseract tooling
  • Machine Learning
  • Scientific Computing
  • Data Analysis
  • Physics Modeling
  • FPGA basics
© 2026 Guglielmo Grillo
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