photo de profil d'un membre

Lucien Antoine Colonna Walewski

Expériences professionnelles

Machine learning research engineer

INSTADEEP

Depuis le 02 février 2024

Fine-tuning multi-modal LLMs.

Hack4good participant

Analytics Club at ETH

De Septembre 2022 à Novembre 2022

- Participated in 8-week long pro-bono program that matches data science talents from ETH
Zurich with non-profit organisations promoting social causes
- Collaborated with BASE in a team of four to create an automated analysis pipeline to monitor
the impact and adoption of Coldtivate, a mobile application to reduce post-harvest loss and
increase farmers’ income, working mainly with SQL and Pandas

Bachelor thesis

ECOLE POLYTECHNIQUE

De Février 2022 à Avril 2022

Computer Vision - Video Summarization using multiple modalities

Data scientist

Esker France

De Juin 2021 à Septembre 2021

- Developed a classification algorithm for incoming professional documents part of procure-to- pay (P2P) cycle.
- Performed statistical analysis on existing data and leveraged clustering to created labelled dataset for supervised learning.
- Experimented with several prototypes before implementing gradient boosting classifier on select features using REST API

Student intern

Renault

De Juin 2019 à Juin 2019

Worked on the assembly line for the “Renault Trafic” on engine dress-up.

Student intern

Eiffage Génie Civil

De Juillet 2017 à Août 2017

- Worked on a construction site for extension of metro line 14
- Classified types of earth excavated and Security Certificates on Excel

Parcours officiels

Polytechnique – Bachelor – 2019