Khoi Tran Email & Phone Number

Halden, Østfold, Norway

Sankt Augustin, North Rhine-Westphalia, Germany

Proof of concept research to prove viability of applying machine learning methods to creating systems that assist vehicle testing.

Hamburg Area, Germany

Examined methods to for reducing training data for training CNNs.Directions: Domain adaptation, Semi-supervised Learning, AutoAugment and Metric Learning.► Promising directions and methods were identified that best fit the employer needs. Positive results were achieved in the proprietary architectures.

Wuppertal Area, Germany

Main duties performed: • Researching, implementation, evaluation and deployment of various techniques to optimize the performance of deep learning models for a classification task.• Participate in the development of an in-house deep learning library aimed to facilitate speedy experimentation► From implementing, applying the studied methods; the pipeline saw noticeable boost in performance leading to the delivery of a product.

Master Of Science - Ms, Autonomous Systems, Current Gpa: 1.1

Nanodegree (Term 1), Self-Driving Car, Complete

Project Topics: ● Vehicle Detection and Tracking ● Behaviour Cloning in Car-driving Simulation ● Lane Finding from Videos ● Traffic Sign.

Bachelor Of Engineering - Be, Electrical Engineering And Information Technology, 1.6

Bachelor Of Engineering (B.E.), Electrical Engineering And Information Technology, 1.6