NAME_1 is a Principal Engineer, Video Analytics, GEC at ST Engineering.

Education:

1. Principal Engineer
ST Engineering · Full-time Aug 2018 - Present · 4 yrs 8 month

Full stack Deep Learning (DL) engineer working on various computer vision problems. 
- Collected data, designed, trained and deployed models using Tensorflow (Python) and TensorRT(C++) to achieve required optimisation for human tracking and action recognition. 
- Trained and pruned object detection and classification network in vehicle systems to improve precision/recall performance and inference speeds.Full stack Deep Learning (DL) engineer working on various computer vision problems. - Collected data, designed, trained and deployed models using Tensorflow (Python) and TensorRT(C++) to achieve required optimisation for human tracking and action recognition. - Trained and pruned object detection and classification network in vehicle systems to improve precision/recall performance and inference speeds.


2. Lecturer

Republic Polytechnic Mar 2013 - Aug 2018

Taught Circuit Analysis, Aircraft Instruments and Aircraft Communications and Navigation System.
- Received $10k funding from Spring Singapore for student-led entrepreneurship project where hand gesture and vision tracking controls were incorporated to drones using Pixhawk flight controller and Linux companion boards
- Represented Republic Polytechnic in National Polytechnic Forum 2014 to mentor youths in building entrepreneurship mindsets and was awarded Republic Polytechnic Top 100 Me