ACADEMIC EXPERIENCES AND PROJECTS

KEY LEARNINGS AND ACHIEVEMENTS

OFFROAD LANE DEPARTURE WARNING SYSTEM - DEEP LEARNING AND CNN

LEAD ENGINEER AND PRINCIPAL MACHINE LEARNING ARCHITECT

The deep learning and convolutional neural networks subject required students to complete a semester long project. In my case, I was able to design and implement an end-to-end deep learning system to warn drivers of lane departure in off road conditions.

ACHIEVEMENTS

Winner of the 2022 UTS AI showcase (Best Project Use Case)
Awarded 99/100 marks in the Deep Learning and Convolutional Neural Networks subject due to the implementation of this project
Headed the design and implementation of the machine learning system and final application within a team of 2 students
Developed an end-to-end CNN product with a real-world use case

KEY LEARNINGS

Understood the complexities of designing and implementing a computer-vision based system in real-world environments where conditions are non deterministic
Greatly extended my understanding of how image processing techniques enable computer vision tasks to be accelerated by Convolutional Neural Networks

Software Engineering Studios (1A-3A)

TEAM LEAD

Software Studios were subjects in which students were tasked to complete semester long software projects that mimicked the development process in industry.

ACHIEVEMENTS

Successfully delivered on 5 complete software projects in which all client requirements were exceeded
Mediated different engineering opinions and courses of action from different group members
Facilitated team communication by leading bi-weekly stand-ups
Integrate student projects into the market by publishing completed works to the Web and App Store Marketplaces (Android and iOS)
Interfaced directly with clients to deliver on their business requirements

KEY LEARNINGS

Gained a valuable understanding of team dynamics, how to push teammates to do their best, and how to resolve conflicts of opinion
Developed a deep understanding of the vital process of requirements analysis
Strengthened my skills in team mediation and conflict resolution