$ cat experience.txt

Experience

Nov 2025-Present

Nethermind - Machine Learning Engineer

Working on palm-based biometric authentication, synthetic data generation, AWS Spot inference pipelines, and CNN profiling.

June-Oct 2025

Nethermind - Software Engineer Intern

Built a full-stack data collection system for 2 TB of palm image data and developed CNN-based palm image tooling.

Apr-Jun 2025

Renesas Electronics - Group Consultancy Project

Designed an FPGA-based emulation system for power controller verification with remote monitoring and PCIe reconfiguration.

2019-2025

Mercury Components - Sole Trader

Sold over 20,000 Bluetooth device items to more than 14,000 customers and built .NET automation tools.

2022-2026

Imperial College London

MEng Electronic and Information Engineering, predicted 1st Class Honours.