Marc Sun Email & Phone Number

Paris, Île-De-France, France

Open source team

New York City Metropolitan Area

New York City Metropolitan Area

Silicon Valley, Californie, États-Unis

• Scraped millions of customer reviews from retail companies using Selenium for stealth• Developed and patented 2 AI algorithms for analyzing customer reviews and for linking a product to external content• Designed and deployed the architecture behind the customer review module into Cerebra’s platform, coordinating with 3-member team• Improved the inference speed on GPU of Transformer models by 2 times without quality decrease with ONNX• Proposed a product recommendation engine… Show more • Scraped millions of customer reviews from retail companies using Selenium for stealth• Developed and patented 2 AI algorithms for analyzing customer reviews and for linking a product to external content• Designed and deployed the architecture behind the customer review module into Cerebra’s platform, coordinating with 3-member team• Improved the inference speed on GPU of Transformer models by 2 times without quality decrease with ONNX• Proposed a product recommendation engine based on collaborative filtering, outperforming the existing one on speed by 50 times and on precision@10 metric by 2 times; increased the conversion rate from 0.15% to 3.3%; presented the project to the tech and product team Show less

Silicon Valley, Californie, États-Unis

Paris, Île-De-France, France

• Managed project timelines, task allocation and organized weekly meetings with the CTO of Veesual• Led a team of 3 data scientist interns to built the end-to-end pipeline for processing the data and training the model• Designed and fine-tuned a Conditional Generative Adversarial Network based on Pix2Pix model for skin generation• Reached a Fréchet inception distance score of 153 and a MSE of 0.0023 on DeepFashion: In-shop Clothes Retrieval dataset for skin generation

Paris, Île-De-France, France

• Designed in seven weeks an NLP pipeline to to detect outdated information and suggest new content• Applied Event detection algorithms and performed Question Answering tasks with Natural Language Processing model BERT

Paris, Île-De-France, France

• Digitalized the prospection process of this insurance company• Implemented a platform to involve all those stakeholders and capture data from prospects during events through interactive quiz

Paris, Île-De-France, France

• Designed data pipelines and built Artificial Neural Network to predict important unmeasured features for landing airplanes• Improved the determination of the runway friction coefficient by 43% on MAE metric• Collaborated with 3 students to fine-tune the model

Master Of Science - Ms, Management Science And Engineering

• Joint MS degree between Columbia Business School and Columbia Engineering • Course work emphasizes both management and engineering.

Bsc In Engineering, Msc In Applied Mathematics

Grade: GPA: 4.13/4.33 (top 5%) • French top-tier School of Engineering and Applied Science • Relevant coursework: Machine Learning.

Master Of Science - Ms, Management Science And Engineering

• Joint MS degree between Columbia Engineering and Columbia Business School • Relevant coursework in the Business school: Operations.

Digital Tech Year Program, Computer Science

• Six-month bootcamp to develop and implement innovative digital solutions meeting real-world businesses' needs • Designed three.

Higher School Preparatory Classes, Mathematics, Physics And Chemistry

Grade: GPA: 4.0/4.0 • Intensive undergraduate program to prepare for the highly selective entrance exams to the French Grandes Écoles •.

High School, Scientific Section, Highest Honors