Jun 2021 – Aug 2021 · 2 mos · New York, United States

• Internship in the PyTorch Core Team.
• Improved performance of the autograd engine by 16%.
• Designed and developed an API for users to register saved tensor hooks allowing a tradeoff of O(n) memory usage to a O(1) memory usage at the cost of a 5x slowdown.

Jun 2020 – Aug 2020 · 2 mos · Cambridge, Massachusetts, United States

• Developed a novel training scheme to improve generalizability of Transformers beyond the maximum length of their training data. Applications to question answering with long context.

Jun 2019 – Aug 2019 · 2 mos · Cambridge, Massachusetts

• TA for 6.86x "Machine Learning with Python: from Linear Models to Deep Learning" in its first iteration. 6.86x is an online class part of MITx's MicroMasters in Statistics and Data Science.
• I improved the project component of the course: adding additional content, debugging, cleaning up the handout code, writing better solutions and building the automatic graders so they could scale to thousands of students.
• Additionally, I designed and built two projects from their paper version to their usable online version: a collaborative filtering task using EM and a reinforcement learning problem with task descriptions in natural language.

Feb 2019 – May 2019 · 3 mos · Cambridge, Massachusetts

• I was one of the three TAs for 6.883 - "Modeling with machine learning: from algorithms to applications" for a class of a hundred grads and undergrads taught by Prof. Regina Barzilay and Prof. Tommi Jaakkola.

Sep 2017 – May 2023 · 5 yrs 8 mos · Cambridge, Massachusetts

• ML research

Sep 2017 – May 2023 · 5 yrs 8 mos · Cambridge, Massachusetts

• ML research

Apr 2017 – Aug 2017 · 4 mos · Paris Area, France

• Deep Logic: Designed, implemented and benchmarked hierarchical neural architectures on logical reasoning tasks with PyTorch.
• Experimented with hypernetworks in a meta-learning setting.

Jun 2016 – Sep 2016 · 3 mos · Région de Paris, France

• Theodo is a Paris-based agile software development company. Customers include successful startup companies such as BlaBlaCar, ma-residence.fr and major global firms such as Elsan, Société Générale Safran, BNP Paribas IP, Auchan, Alain Afflelou.
• Theodo specializes in building tailor-made, scalable web applications in record time, while challenging constantly the needs of its clients
• A leading integrator of the Symfony2 framework as well as Angular.Js, Theodo has put up a team of over 60 high level engineers that offers an exceptional level of expertise.
• Theodo follows these intangible principles to ensure the success of projects:
• small teams of highly skilled experts, dedicated to your project
• open-source web technologies for fast application development
• the Theodo agile methodology, based on Lean, Scrum and DevOps
• I was part of a team of five for a medical Web project using Symfony.
• Everyday tasks included web development, helping the client with his business problems by challenging his vision and improving the team's workflow.
• In just two months, I helped improve the application usage by 100%

Jan 2016 – Jun 2016 · 5 mos · Région de Paris, France

• Teaching mathematics to high school students
• Preparing them to the competitive entrance examination for Grandes Écoles

Dec 2015 – Dec 2016 · 1 yr · École polytechnique

• The Binet Réseau is the student association in charge of the network on Polytechnique's campus.
• We maintain a dozen of Linux servers for our 1000+ fellow students and provide hosting and web service for them.
• System administration tools include Debian, SaltStack, Tinc, Apache, Nginx, etc.
• Web development is done using the most recent web frameworks such as Django, Angular, Ionic.
• As President of the association, I was in charge of leading this team of 20 members and was especially involved in the recruitment process, communication, long-term planning and strategic decision-making.
• I took the initiative to organize weekly training sessions addressing the newest technologies and tools for the benefit of 100+ students.
• I also initiated a mentorship system to enable the beginners to learn from the most advanced students.
• We ranked 1st as "Most attractive association to be part of" in Polytechnique, according to a 2016 survey.

Dec 2014 – Apr 2015 · 4 mos · France