Daniel Colombo Email & Phone Number

Paris, Île-de-France, France

France

• Developed deep learning algorithms for vision tasks including:
• Instance segmentation frameworks (CNN based and transformer based)
• Graph Alignment algorithms

Greater Paris Metropolitan Region

• Research project supervised by the Sondra Lab and CentraleSupelec aiming at reconstructing high resolution images from low resolution ones from the open source UAVSAR dataset provided by NASA.
• SAR Data Processing using spectral 2D filtering
• Image super resolution using Vision Transformers This work led to a poster presentation at the 5th Sondra workshop held in Avignon.

Munich, Bavaria, Germany

• Worked at the main BMW plant to develop Computer Vision algorithms based on artificial intelligence, for robots to detect 3D box poses. I worked on many topics including:
• Camera Calibration (extrinsic matrix estimation, intrinsic parameters)
• Motion Detection (background subtraction)
• Pose detection using Human Pose estimation networks and depth maps
• Creating an object detection dataset (labeling with COCOannotator)After 6 months of development and maintenance in different plants (Berlin, Leipzig, Munich), I focused on improving the already-deployed algorithms using:
• Unsupervised Learning for data selection to expand the existing dataset (200 000 new images every 2 weeks)

Marseille

Worked in a waste water treatment plant in Marseille during summer doing cleaning and developing in VBA excel sheets for the organisation.

Engineer'S Degree, Artificial Intelligence

One of 𝐭𝐨𝐩-𝐭𝐢𝐞𝐫 𝐅𝐫𝐞𝐧𝐜𝐡 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐒𝐜𝐡𝐨𝐨𝐥 part of the Paris-Saclay University ranked 13th at the 2021 Shanghai Ranking. ➣ 𝐅𝐢𝐧𝐚𝐥 𝐲𝐞𝐚𝐫 (𝐌𝟐).

Artificial Intelligence

One of 𝐭𝐨𝐩-𝐭𝐢𝐞𝐫 𝐊𝐨𝐫𝐞𝐚𝐧 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 located in Daejeon, South Korea. ➣ 𝐆𝐫𝐚𝐝𝐮𝐚𝐭𝐞 𝐄𝐱𝐜𝐡𝐚𝐧𝐠𝐞 𝐒𝐭𝐮𝐝𝐞𝐧𝐭 Deep Learning for Computer Vision.

Preparatory School For French “Grandes Ecoles”

Activities and Societies: 🏐 Volleyball 2 years of intensive preparation for the highly competitive entrance exams of French top tier.