Deep Learning Researcher

• Oct 2022 - Present

Moonshot project: Training and integrating multi-task vision robotic-arm model using RL and DAgger Imitation Learning

Machine Learning Research Intern

• Mar 2022 - Sep 2022

Done internship at CEA LIST, LVA lab: "Action prediction in football videos with vision transformers" Key idea was to predict what kind of action happens at every second in soccer videos. It was done by doing pre-training of the transformer and fine-tuninng it on SoccerNet Action Spotting Dataset

Deep Learning Research Intern

• May 2021 - Aug 2021

Detection of Metastatic Breast Cancer in Sentinel Lymph Nodes at MICS Laboratory Detection of Metastatic Breast Cancer in Sentinel Lymph Nodes at MICS Laboratory

Machine Learning Intern (Travail d'Etude et de Recherche)

• Nov 2020 - Feb 2021

Use of Graph Neural Networks for gas-liquid interface reconstruction in CFD numerical simulations. Performed experiments with "Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering", "Inductive Representation Learning on Large Graphs" and "PointCNN: Convolution On X-Transformed Points papers". Use of Graph Neural Networks for gas-liquid interface reconstruction in CFD numerical simulations. Performed experiments with "Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering", "Inductive Representation Learning on Large Graphs" and "PointCNN: Convolution On X-Transformed Points papers".

Machine Learning Engineer

• Aug 2019 - Aug 2020

Implementing autonomous grocery shop with a similar idea to Amazon Go Using multi-camera view for 3D human pose tracking Involved in instance segmentation and background subtraction tasks Detecting events using signal from weight sensors Implementing autonomous grocery shop with a similar idea to Amazon Go Using multi-camera view for 3D human pose tracking Involved in instance segmentation and background subtraction tasks Detecting events using signal from weight sensors

Data Scientist

• Jun 2019 - Aug 2019

Developing automatic system for product merchandising using AI Detecting products on grocery store shelves with Mask-RCNN Developing automatic system for product merchandising using AI Detecting products on grocery store shelves with Mask-RCNN

ASP.NET Student

• Feb 2018 - Aug 2018