Brittany Perera
Experience
PangeAI
Working with satellite images and extracting analysis from them for hazards, risks and changes to the earth over time.
VietJet Air
- Built intelligent software into the airline dashboard for the Powerplant, Maintenance and Financial Management teams.
- Trained individual machine learning models for each engine in the fleet to predict deterioration, maintenance effectiveness, scheduling and shop visit optimisation.
- Built end-to-end data pipelines, feature engineering and simulation tools that forecast engine health.
Oakley Tutors
- Taught A-level physics and maths part-time and remotely.
Mercedes-AMG Petronas F1
- Optimised a radiator design for an F1 car using computational fluid dynamics and optimisation algorithms, as my master's project.
Education
University of Oxford, St Edmund Hall
Master's project: cooling unit optimisation for Mercedes-AMG Petronas F1. Key modules: Thermodynamics, Control Systems, Chemical Processes, Biomechanics, Biomedical Imaging.
Torquay Girls' Grammar School
Leadership
St Edmund Hall, Oxford
Represented 700+ students and led a committee of 15. Negotiated the student rent increase down from 13% to 8%.
St Edmund Hall, Oxford
Ran an event for 900+ guests on a self-funded budget and managed contractors.
USA
Looked after children aged 6 to 17 with sports, woodwork, and camping and paddle-boarding expeditions.
Skills
Python, SQL, MATLAB, C++, TypeScript, JavaScript, SolidWorks, CAD, scikit-learn, GitHub Actions
Languages
English (native), Sinhala (fluent), French (intermediate), German (intermediate)