May 2019 to Dec. 2019

I created a test framework in Python for proprietary voice enhancing and noise-control technology that is currently being used in release testing. I used Python to process audio files and simulate acoustic conditions and quantified the performance by aggregating the results of the processed audio being run through several voice recognition services such as AWS Transcribe, Google Speech-to-Text, CMU Sphinx, and Sensory TrulyHandsFree. Additionally, I was able to add functionality to the C++ utility scripts in the voice-enhancement library.

Topics in Computer Science: Game Development

Term 2, Winter Session 2017-2018

Created a musical rhythm 2D game as part of a group project during a UBC seminar on game development.

Term 2, Summer Session 2017

Systematic study of basic concepts and techniques in the design and analysis of algorithms, illustrated from various problem areas. Topics include models of computation; choice of data structures; graph-theoretic, algebraic, and text processing algorithms.

Term 2, Winter Session 2017-2018

Instruction sets, pipelining, code optimization, caching, virtual memory management, dynamically linked libraries, exception processing, execution time of programs.

Term 1, Summer Session 2017

Design and analysis of basic algorithms and data structures; algorithm analysis methods, searching and sorting algorithms, basic data structures, graphs and concurrency.

Term 2, Summer Session 2017

Software architecture, operating systems, and I/O architectures. Relationships between application software, operating systems, and computing hardware; critical sections, deadlock avoidance, and performance; principles and operation of disks and networks.

May 2019 to Dec. 2019

I created a test framework in Python for proprietary voice enhancing and noise-control technology that is currently being used in release testing. I used Python to process audio files and simulate acoustic conditions and quantified the performance by aggregating the results of the processed audio being run through several voice recognition services such as AWS Transcribe, Google Speech-to-Text, CMU Sphinx, and Sensory TrulyHandsFree. Additionally, I was able to add functionality to the C++ utility scripts in the voice-enhancement library.

Term 2, Winter Session 2019-2020

This course was an introduction to the processing and interpretation of images. We learned about developments in image sensing, sampling, and filtering and were able to implement some techniques ourselves. We progressed from programmatic image manipulation to using machine learning for image recognition.

Term 2, Winter Session 2017-2018

Introduction to curves and surfaces, in particular splines, subdivision surfaces, polygonal meshes. Principles and mathematical foundations for representing complex geometry for computer graphics and numerical simulations. Practical applications of different modeling techniques.

Term 2, Winter Session 2019-2020

Application of machine learning tools, with an emphasis on solving practical problems. Data cleaning, feature extraction, supervised and unsupervised machine learning, reproducible workflows, and communicating results.

Creating websites for small businesses and artistic portfolios using WordPress and static web-hosting sites.

Sept. 2018 to Apr. 2019

I worked on a small team to make frontend and backend contributions to existing web applications, using the Symphony PHP framework, Javascript, Angular, jQuery, MySQL, and AWS S3. Contributed significantly to the website front-end redesign aimed at boosting user interaction and engagement, using HTML/CSS, Sass, Javascript, jQuery, and Angular.

Term 1, Winter Session 2017-2018

Human vision and colour; geometric transformations; algorithms for 2-D and 3-D graphics; hardware and system architectures; shading and lighting; animation.

Term 1, Winter Session 2017-2018

Completed as part of the UBC software engineering course, this project is a full-stack web application that allows users to query information on classes, buildings and rooms at UBC, using an EBNF to define our query's form and abilities.

Term 2, Winter Session 2016-2017

Design, development, and analysis of robust software components. Topics such as software design, computational models, data structures, debugging, and testing.

Term 1, Winter Session 2017-2018

Computer networking, basic communication protocols, network infrastructure and routing. Common application-level protocols and principles associated with developing distributed applications.

Creating websites for small businesses and artistic portfolios using WordPress and static web-hosting sites.

Sept. 2018 to Apr. 2019

I worked on a small team to make frontend and backend contributions to existing web applications, using the Symphony PHP framework, Javascript, Angular, jQuery, MySQL, and AWS S3. Contributed significantly to the website front-end redesign aimed at boosting user interaction and engagement, using HTML/CSS, Sass, Javascript, jQuery, and Angular.

Term 1, Winter Session 2017-2018

Computer networking, basic communication protocols, network infrastructure and routing. Common application-level protocols and principles associated with developing distributed applications.

Term 2, Winter Session 2017-2018

Instruction sets, pipelining, code optimization, caching, virtual memory management, dynamically linked libraries, exception processing, execution time of programs.

Term 2, Summer Session 2017

Software architecture, operating systems, and I/O architectures. Relationships between application software, operating systems, and computing hardware; critical sections, deadlock avoidance, and performance; principles and operation of disks and networks.

Sept. 2018 to Apr. 2019

I worked on a small team to make frontend and backend contributions to existing web applications, using the Symphony PHP framework, Javascript, Angular, jQuery, MySQL, and AWS S3. Contributed significantly to the website front-end redesign aimed at boosting user interaction and engagement, using HTML/CSS, Sass, Javascript, jQuery, and Angular.

Term 1, Winter Session 2017-2018

Overview of database systems, ER models, logical database design and normalization, formal relational query languages, SQL and other commercial languages, data warehouses, special topics.

Music Technology Capstone Project

Term 2, Winter Session 2019-2020

Supervised individual music technology project completed in Unity, Max/MSP, and C# as part of the UBC Applied Music Technology Minor.

Term 2, Summer Session 2017

Systematic study of basic concepts and techniques in the design and analysis of algorithms, illustrated from various problem areas. Topics include models of computation; choice of data structures; graph-theoretic, algebraic, and text processing algorithms.

Term 1, Summer Session 2017

Design and analysis of basic algorithms and data structures; algorithm analysis methods, searching and sorting algorithms, basic data structures, graphs and concurrency.

Term 2, Winter Session 2019-2020

This course was an introduction to the processing and interpretation of images. We learned about developments in image sensing, sampling, and filtering and were able to implement some techniques ourselves. We progressed from programmatic image manipulation to using machine learning for image recognition.

September 2020

Build, deploy, and scale an E-Commerce app using Microservices built with Node, React, Docker and Kubernetes.

Sept. 2018 to Apr. 2019

I worked on a small team to make frontend and backend contributions to existing web applications, using the Symphony PHP framework, Javascript, Angular, jQuery, MySQL, and AWS S3. Contributed significantly to the website front-end redesign aimed at boosting user interaction and engagement, using HTML/CSS, Sass, Javascript, jQuery, and Angular.

Term 1, Winter Session 2017-2018

Overview of database systems, ER models, logical database design and normalization, formal relational query languages, SQL and other commercial languages, data warehouses, special topics.

Music Technology Capstone Project

Term 2, Winter Session 2019-2020

Supervised individual music technology project completed in Unity, Max/MSP, and C# as part of the UBC Applied Music Technology Minor.

Topics in Computer Science: Game Development

Term 2, Winter Session 2017-2018

Created a musical rhythm 2D game as part of a group project during a UBC seminar on game development.

Term 2, Winter Session 2019-2020

This course was an introduction to the processing and interpretation of images. We learned about developments in image sensing, sampling, and filtering and were able to implement some techniques ourselves. We progressed from programmatic image manipulation to using machine learning for image recognition.

Term 2, Winter Session 2017-2018

Introduction to curves and surfaces, in particular splines, subdivision surfaces, polygonal meshes. Principles and mathematical foundations for representing complex geometry for computer graphics and numerical simulations. Practical applications of different modeling techniques.

Term 1, Winter Session 2017-2018

Human vision and colour; geometric transformations; algorithms for 2-D and 3-D graphics; hardware and system architectures; shading and lighting; animation.

Term 2, Winter Session 2019-2020

This course was an introduction to the processing and interpretation of images. We learned about developments in image sensing, sampling, and filtering and were able to implement some techniques ourselves. We progressed from programmatic image manipulation to using machine learning for image recognition.

Term 2, Winter Session 2019-2020

Application of machine learning tools, with an emphasis on solving practical problems. Data cleaning, feature extraction, supervised and unsupervised machine learning, reproducible workflows, and communicating results.

September 2020

Build, deploy, and scale an E-Commerce app using Microservices built with Node, React, Docker and Kubernetes.

Term 2, Winter Session 2016-2017

Design, development, and analysis of robust software components. Topics such as software design, computational models, data structures, debugging, and testing.

Sept. 2018 to Apr. 2019

I worked on a small team to make frontend and backend contributions to existing web applications, using the Symphony PHP framework, Javascript, Angular, jQuery, MySQL, and AWS S3. Contributed significantly to the website front-end redesign aimed at boosting user interaction and engagement, using HTML/CSS, Sass, Javascript, jQuery, and Angular.

Topics in Computer Science: Game Development

Term 2, Winter Session 2017-2018

Created a musical rhythm 2D game as part of a group project during a UBC seminar on game development.

Term 1, Winter Session 2017-2018

Completed as part of the UBC software engineering course, this project is a full-stack web application that allows users to query information on classes, buildings and rooms at UBC, using an EBNF to define our query's form and abilities.

September 2020

Build, deploy, and scale an E-Commerce app using Microservices built with Node, React, Docker and Kubernetes.

Term 1, Winter Session 2017-2018

Completed as part of the UBC software engineering course, this project is a full-stack web application that allows users to query information on classes, buildings and rooms at UBC, using an EBNF to define our query's form and abilities.

September 2020

Build, deploy, and scale an E-Commerce app using Microservices built with Node, React, Docker and Kubernetes.

Term 2, Winter Session 2019-2020

This course was an introduction to the processing and interpretation of images. We learned about developments in image sensing, sampling, and filtering and were able to implement some techniques ourselves. We progressed from programmatic image manipulation to using machine learning for image recognition.

Term 2, Winter Session 2019-2020

Application of machine learning tools, with an emphasis on solving practical problems. Data cleaning, feature extraction, supervised and unsupervised machine learning, reproducible workflows, and communicating results.

September 2020

Build, deploy, and scale an E-Commerce app using Microservices built with Node, React, Docker and Kubernetes.

Sept. 2018 to Apr. 2019

I worked on a small team to make frontend and backend contributions to existing web applications, using the Symphony PHP framework, Javascript, Angular, jQuery, MySQL, and AWS S3. Contributed significantly to the website front-end redesign aimed at boosting user interaction and engagement, using HTML/CSS, Sass, Javascript, jQuery, and Angular.

September 2020

Build, deploy, and scale an E-Commerce app using Microservices built with Node, React, Docker and Kubernetes.