Hello, I'm Tom

Data Scientist & Financial Technology Expert passionate about AI-driven solutions

Technologies I work with:

Python C++ SQL Django React TypeScript
Tom

Languages

French Native
English Professional
Italian Basic

🎓 Education

Master in Physics - EPFL, Switzerland (2016-2018)
Bachelor in Physics - EPFL, Switzerland (2013-2016)
Climate Change AI Summer School (2023)
Master Thesis - UC Berkeley, Prof. O. Hallatschek (2018)

💻 Programming

🐍
Python

NumPy, Pandas, TensorFlow, Django

🎯
C++

Algorithm implementation, Performance optimization

🗃️
SQL

Database design, ETL pipelines

⚛️
React & TypeScript

React Native, Modern web applications

📊 Data Science

🤖
Machine Learning

Time Series, Genetic Algorithms, Ensemble Methods, Shapely values, DNN

📈
Stochastic Processes

Statistical Analysis, Monte Carlo, Mathematical Modelling, AB Testing, Bayesian Inference

🔧
Data Engineering

Database Setup, RAG Systems, AI Agents, ETL Pipelines

💰
Finance

Technical Indicators, Market Maker, IL Optimisation, Arbitrage

📋 Management

👥
Team Leadership

Product Development, Agile Methodologies

🎯
Strategic Planning

Cross-functional Collaboration, Stakeholder Management

🔍
Research Coordination

Research Leadership, Innovation

Featured Projects

Liquidity Pool Analysis Platform Screenshot

Impermanent Loss Optimization

Advanced DeFi analytics platform analyzing liquidity pool dynamics and impermanent loss mitigation. Features three optimization strategies: TEMPO AI-driven rebalancing, price threshold triggers, and periodic rebalancing. Includes comprehensive risk assessment and yield optimization for liquidity providers.

Python DeFi Web3
Network Optimization Research Screenshot

Optimization of Long-Range Connection Networks

Master's thesis research on stochastic spreading models with distance-dependent constraints. Analyzes dispersal dynamics from epidemics to plant dispersal using lattice-based simulations and scaling arguments. Features two novel models: fixed network spreading and homogeneous space-time spreading with controllable cost functions to accelerate or decelerate propagation.

Python Mathematical Modeling Simulation Network Theory
EasyApplAI Platform Screenshot

EasyApplAI - Job Market Preparation Platform

AI-powered career preparation platform that streamlines job application processes. Features intelligent CV optimization, personalized cover letter generation, interview preparation with mock sessions, and comprehensive CV analysis. Designed to help job seekers enhance their applications and improve their chances of landing their dream job.

AI/ML NLP React Python

Latest Blog Posts

Get In Touch

I'm always interested in new opportunities and interesting projects. Let's connect!