# Vittorio Trettenero

> AI @ Meta | Founder @ ImNotScared

Location: London, England, United Kingdom
Profile: https://flows.cv/vittorio

A results-driven ML engineer with 4 years of experience in designing and building machine learning pipelines, specialising in automating and productionising the model’s MLOps lifecycle. Collaborative and driven problem-solver who strives instimulating workplaces which aim to solve challenging problems.

## Work Experience
### Software Engineer, Machine Learning @ Meta
Jan 2025 – Present | London Area, United Kingdom
Working at the forefront of GenAI in the Ads space

### Co-Founder @ ImNotScared
Jan 2023 – Present | Milan, Lombardy, Italy
- Independently conceptualised, designed, and developed a not for profit iOS/Android app with 4000+ downloads.
- ImNotScared provides an easy and efficient way for users to initiate emergency assistance calls and contributing to feel safer in the streets.

### Senior Machine Learning Engineer @ Promaton
Jan 2025 – Jan 2025 | Amsterdam, North Holland, Netherlands

### Machine Learning Engineer @ Promaton
Jan 2024 – Jan 2025 | Amsterdam, North Holland, Netherlands
- Optimised data preprocessing for computer vision pipelines by using GPU-accelerated techniques, resulting in a 26% decrease in average inference time and 20% memory usage.
- Developed end-to-end solutions to scale the performance of an API which deals with heavy input data and performs complex 3D object segmentation with deep-learning models.

### Machine Learning Engineer @ Sysdig
Jan 2022 – Jan 2024 | Milan, Lombardy, Italy
- Designed and implemented end-to-end machine learning pipelines in the cloud, resulting in a 30% reduction in deployment time and improved scalability using Terraform and Docker containers in AWS/GCP Kubernetes clusters
- Contributed to the development of an LLM-powered chat application using LangChain and agent-based systems
- Developed highly efficient Python code for data preprocessing, feature engineering, and model training, leading to a 15% increase in model precision and a 25% improvement in overall system performance
- Collaborated with cross-functional teams to establish CI/CD workflows (Github Actions, Jenkins), conduct code reviews, and implement software engineering best practices

### Junior Machine Learning Engineer @ Sysdig
Jan 2021 – Jan 2022 | Milan, Lombardy, Italy

### Software Engineer Intern @ Amazon
Jan 2020 – Jan 2020 | Madrid, Community of Madrid, Spain
- Developed a full-stack web app (ReactJS, AWS) which now serves as an internal tool in Amazon Business.

### Data Science Intern @ Immobiliare.it
Jan 2019 – Jan 2019 | Rome, Latium, Italy
- Developed a feature engineering pipeline (Scikit-Learn, Pandas) for a decision-tree ML fraud-detection system


## Education
### BSc (Hons) in Artificial Intelligence and Mathematics
The University of Edinburgh


## Contact & Social
- LinkedIn: https://linkedin.com/in/vittorio-trettenero-b3a517162

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Source: https://flows.cv/vittorio
JSON Resume: https://flows.cv/vittorio/resume.json
Last updated: 2026-04-05