photo de profil d'un membre

Lucien Antoine Colonna Walewski

Professional experiences

Machine learning research engineer

INSTADEEP

Since 2. february 2024

Fine-tuning multi-modal LLMs.

Hack4good participant

Analytics Club at ETH

From September 2022 to November 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

From February 2022 to April 2022

Computer Vision - Video Summarization using multiple modalities

Data scientist

Esker France

From June 2021 to September 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

From June 2019 to June 2019

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

Student intern

Eiffage Génie Civil

From July 2017 to August 2017

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

Degree

Polytechnique – Bachelor – 2019