London Area, United Kingdom
ML Engineer @ McLaren F1 www.dilanp.com
Implemented ML and deep learning solutions to complex problems across core racing departments. Responsible for the development of various data science software solutions which are now critical to racing activities. > Designed and implemented various ML and deep learning models used to solve key problems across strategy, trackside, vehicle performance, and aerodynamics groups, during race weekends. > Architected and developed custom software for running low latency model inference within strict hardware constraints. > Led the creation and deployment of internal tools for automated testing, delivery, and monitoring of Data Science software.
Contributed to the growth of data science functions within the team by providing AI and machine learning solutions to technical problems within key departments. Defined, architected, tested, and deployed processes to extract car performance from generated data. > Architected neural network structures providing insights and analysis of time-series data from the car. > Developed and deployed software to run tailored AI processes in real-time simulated environments to extract car performance. > Presented ideas for data science frameworks being developed within key business areas of the team.
Project lead on the development of realistic pedestrian simulation software using the Unity game engine. Creation of realistic 3D environment and control systems for development of transport planning systems. > Created core scripts for pedestrian behaviours. > Responsible for documentation of progress and major milestones. > Released first build showcasing key framework for future developments.
Worked as a mathematics and physics tutor supporting GCSE students prepare for exams. Work involved planning tailored, 1-on-1, sessions for students to enhance their understanding of varied subject areas and ensure their understanding of core ideas. Gave insights into STEM subjects at higher education levels. > Improved student's grade from C to an A. > Clarified various aspects of engineering at university to students.