Engineering comprehensive analytics reporting models, from ingestion to visualisation with cloud-based tools. Collaborating with cross-functional teams, including engineering and data teams, to design and implement scalable event-driven data architectures. Participating in migration to cloud based data warehouse.
Designing and implementing complex pipelines to measure the effectiveness of marketing strategies, creating new metrics to translate users behaviour to actionable insights and collaborating closely with other data scientists, analysts and engineers, as well as campaign managers to drive business impact and improve marketing campaigns efficiency.
Developing a comprehensive automated tool for sentiment analysis and topic modelling of Trustpilot reviews related to Vinted. This project provided hands-on experience in data scraping and processing, model inference using PySpark, and constructing data visualisation dashboards in Looker.
One year apprenticeship at Natixis IM contributing to the development of decision-support tools and algorithm, from building the solution to industrialising it, as well as applied researching in quantitative finance.
6-months internship in the trading room, assisting in the issuance of Structured Products for the EMEA sales desks.
6-months internship in the quantitative research team of an independent consulting and quantitative research firm in Finance.
Algorithm & AI, Network & System Administration, Graphics, Unix, Imperative Programming in C, Object Oriented Programming in C++ and more.
Example projects:
ft_irc: write a custom IRC server working with a real IRC client (GitHub)ft_containers: re-implement the various container types of the C++ std library (GitHub)minishell: create a simple shell in C (GitHub)inception: deploy a LEMP stack with Wordpress using docker-compose (GitHub)miniRT: ray tracing in C (GitHub)Stochastic Calculus, Derivatives, Portfolio Management, Machine Learning, Factorial Analysis, C#, C++, Python, R, Risks Management
Statistics, Econometrics, International Economics, Financial Analysis, Financial Markets, Applied Mathematics, VBA, SQL
Working on DIY audio hardware projects such as Eurorack modules, analog and digital synthesisers, guitar pedals and other devices.
Participating in SUPERBOOTH25, an international trade fair and festival for electronic musical instruments in Berlin.
Co-developer of an open-source project translating sign language to written English using computer vision. Gained experienced with large dataset manipulation, storage and versioning (with AWS bucket and DVC).
🔗 GitHub
Collaborated on a project predicting soil moisture from satellite imaging. Developed a complex data pipeline, training and inference framework on GCP.