May 2019 to Dec. 2019

During my internship at Blackberry QNX as an audio software developer, my team worked on creating a more immersive and sound-isolated environment for concurrent users to interface with AI virtual assistants. I created a test framework in Python for proprietary voice enhancing and noise-control technology that is used in release testing. I incorporated programmatic audio processing to consistently simulate acoustic conditions. I then quantified the algorithm's performance by aggregating the results of several voice recognition services such as AWS Transcribe, Google Speech-to-Text, CMU Sphinx, and Sensory TrulyHandsFree.

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

During my internship at Blackberry QNX as an audio software developer, my team worked on creating a more immersive and sound-isolated environment for concurrent users to interface with AI virtual assistants. I created a test framework in Python for proprietary voice enhancing and noise-control technology that is used in release testing. I incorporated programmatic audio processing to consistently simulate acoustic conditions. I then quantified the algorithm's performance by aggregating the results of several voice recognition services such as AWS Transcribe, Google Speech-to-Text, CMU Sphinx, and Sensory TrulyHandsFree.

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.

Sept. 2018 to Apr. 2019

As part of an agile, fast-paced team, I implemented significant portions of the site redesign, maintaining adherence to in-house styling guides and coding conventions. Worked with designers and product managers to ensure the application’s ease of use, accessibility, intuitiveness, informed through user testing feedback and A/B testing results. Was additionally responsible for bi-weekly deployment for each application at the end of each sprint.

I have an ongoing interest in creating beautiful home pages for small businesses and artists. I enjoy the process of connecting with my clients to understand their desired aesthetic and achieve their desired outcome.

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.

Sept. 2018 to Apr. 2019

As part of an agile, fast-paced team, I implemented significant portions of the site redesign, maintaining adherence to in-house styling guides and coding conventions. Worked with designers and product managers to ensure the application’s ease of use, accessibility, intuitiveness, informed through user testing feedback and A/B testing results. Was additionally responsible for bi-weekly deployment for each application at the end of each sprint.

I have an ongoing interest in creating beautiful home pages for small businesses and artists. I enjoy the process of connecting with my clients to understand their desired aesthetic and achieve their desired outcome.

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

As part of an agile, fast-paced team, I implemented significant portions of the site redesign, maintaining adherence to in-house styling guides and coding conventions. Worked with designers and product managers to ensure the application’s ease of use, accessibility, intuitiveness, informed through user testing feedback and A/B testing results. Was additionally responsible for bi-weekly deployment for each application at the end of each sprint.

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.

Interactive Performance Systems

Term 2, Winter Session 2019-2020

This was a collaborative project for the Applied Music Technology core course "Interactive Performance Systems." This piece tells the story of the Filipino creation myth and is underscored by reactive audio and visuals. The movements of the dancers were linked to both the sound and the graphics throuugh accelerometers placed on various limbs.

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.

Sept. 2018 to Apr. 2019

As part of an agile, fast-paced team, I implemented significant portions of the site redesign, maintaining adherence to in-house styling guides and coding conventions. Worked with designers and product managers to ensure the application’s ease of use, accessibility, intuitiveness, informed through user testing feedback and A/B testing results. Was additionally responsible for bi-weekly deployment for each application at the end of each sprint.

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.

Interactive Performance Systems

Term 2, Winter Session 2019-2020

This was a collaborative project for the Applied Music Technology core course "Interactive Performance Systems." This piece tells the story of the Filipino creation myth and is underscored by reactive audio and visuals. The movements of the dancers were linked to both the sound and the graphics throuugh accelerometers placed on various limbs.

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.

Sept. 2018 to Apr. 2019

As part of an agile, fast-paced team, I implemented significant portions of the site redesign, maintaining adherence to in-house styling guides and coding conventions. Worked with designers and product managers to ensure the application’s ease of use, accessibility, intuitiveness, informed through user testing feedback and A/B testing results. Was additionally responsible for bi-weekly deployment for each application at the end of each sprint.

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.

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.

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 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.

Sept. 2018 to Apr. 2019

As part of an agile, fast-paced team, I implemented significant portions of the site redesign, maintaining adherence to in-house styling guides and coding conventions. Worked with designers and product managers to ensure the application’s ease of use, accessibility, intuitiveness, informed through user testing feedback and A/B testing results. Was additionally responsible for bi-weekly deployment for each application at the end of each sprint.