ML Research Scientist Intern

• Jan 2023 - Present

PhD Student Researcher

• Sep 2021 - Present

Machine Learning Research Intern

• May 2021 - Aug 2021

• Complete an extensive literature review of the state-of-the-art papers on multitask learning. • Implement a multitask deep learning network in PyTorch to perform semantic segmentation, surface normals prediction, and depth estimation on several benchmark datasets. • Optimize training time by appropriately leveraging resources from remote systems in Google Colab environment. • Improve upon a state-of-the-art baseline to achieve a relative per-task improvement of 3.72% across all performance metrics (i.e. pixel accuracy, depth error, normal angle distance, etc).

Full Stack Software Developer Intern

• May 2020 - Sep 2020

• Implement new features for Sharegate Desktop using C# (.NET) in the backend and WPF in the frontend • Collaborate with UI/UX designers to continuously improve the user experience and the overall value of the application • Leverage Microsoft APIs (CSOM, REST, GRAPH) to communicate with SharePoint and Microsoft Teams • Participate in all phases of the software development cycle (Design, Implementation, Review, Testing, QA, etc.) • Implement new features for Sharegate Desktop using C# (.NET) in the backend and WPF in the frontend • Collaborate with UI/UX designers to continuously improve the user experience and the overall value of the application • Leverage Microsoft APIs (CSOM, REST, GRAPH) to communicate with SharePoint and Microsoft Teams • Participate in all phases of the software development cycle (Design, Implementation, Review, Testing, QA, etc.)

Game Programmer Intern

• May 2019 - Aug 2019

• Program different game components using C++ and Unreal Engine tools • Identify and solve problems to improve the game’s visual aspect and gameplay • Integrate new game components (special effects, animations, sounds) and refine the interactions between them to create an appealing and fun game • Develop and improve several game components (AI, graphics, sound, network, tools, etc.) • Work with artists and game designers to identify constraints and solve problems • Program different game components using C++ and Unreal Engine tools • Identify and solve problems to improve the game’s visual aspect and gameplay • Integrate new game components (special effects, animations, sounds) and refine the interactions between them to create an appealing and fun game • Develop and improve several game components (AI, graphics, sound, network, tools, etc.) • Work with artists and game designers to identify constraints and solve problems

Project Engineer Intern

• May 2018 - Sep 2018

• Create, harmonize and track compliance to various schedules required to manage technical/ product development projects • Coordinate and follow-up to ensure Supplier/BA main deliverables are available as per schedule • Manage priorities, and the communication and harmonization of these priorities with various stakeholders • Produce governance visibility for the projects • Implement or improve operational processes • Create, harmonize and track compliance to various schedules required to manage technical/ product development projects • Coordinate and follow-up to ensure Supplier/BA main deliverables are available as per schedule • Manage priorities, and the communication and harmonization of these priorities with various stakeholders • Produce governance visibility for the projects • Implement or improve operational processes