- Location
- London, Ontario, Canada
- Bio
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My name is Toby and I am a 3rd year electrical and artificial intelligence student at Western University. I have strong experience with end to end software development and machine learning.
- Resume
- Tobyu_resume2024.pdf
- Portals
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Vancouver, British Columbia, Canada
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- Categories
- Data analysis Electrical engineering Software development Artificial intelligence Data science
Skills
Socials
Achievements
Latest feedback
Individual endorsement
I highly endorse Toby for his exceptional leadership and technical skills. From our first meeting, Toby stood out as a team leader, demonstrating remarkable initiative and a strong ability to seek clarity and collaborate effectively. This led to his immediate appointment as the AI team lead. Tobyβs Python code and clear documentation showcase his technical proficiency. His openness to feedback and proactive check-ins with early demos highlight the significant value he brings to any team or organization. Toby was instrumental in optimizing the KOFA profile to align with our vision, contributing to our goal of mentoring millions of youth
Team feedback
Individual endorsement
I recommend working with Toby, he is knowledgeable and self driven. A real pleasure to work with.
Team feedback
Recent projects
Artificial Intelligence & Machine Learning Application
Our company is a platform for creating data products enabled by AI, and we want to leverage the latest technology to gain market advantage. Applications of this technology to build data products include recommendation algorithms, predictive analytics like lifetime values, fraud detections, cyber security analytics and classifications. We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications. This will involve several different steps for the students, including: Conducting background research for specific problem domains (Will provide at the beginning of project) Analyzing the dataset (identify data requirements) Researching the latest AI / ML techniques and how they could be applied to our data. Developing an AI / ML model that provides unique outcomes or insights into our data. Providing multiple solutions that can be applied to solve the same problem. (Key is to build a "deployable" solution
AI avatar chatbot
Create custom AI chatbots and avatars for clients to use to answer FAQs from their clients as well as describe their business. Document the process used and create a guide for other staff members to use to create new avatars.
Artificial Intelligence & Machine Learning Application
Our company advertises lot of products and programs and we want to leverage the latest technology to gain market advantage. Applications of this technology include recommendation algorithms, predictive analytics like lifetime values, fraud detections, and classifications. We recently created an AI powered mentorship and coaching platform using ChatGPT and would like to enhance and create an extension that can be accessible through all our sites and possibly though an app. We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications. This will involve several different steps for the students, including: Conducting background research on our existing products and the dataset. Review our current AI-Powered platform and adding any enhancements Analyzing our current dataset. Researching the latest AI / ML techniques and how they could be applied to our data. Developing an AI / ML model that provides unique outcomes or insights into our data. Providing multiple solutions that can be applied to solve the same problem.
Education
Bachelor of Engineering, Electrical and Artificial Intelligence Engineering
Western University
September 2022 - Current
Personal projects
Custom AI wallpaper and flooring replacement
July 2023 - January 2024
https://medium.com/@tobyuanumba/pflo-wall-paper-mapping-experiment-using-generative-ai-and-u-net-205890a2c427Designed an Image generation model that allows a user to input images of flooring or wallpapers and their living space to generate a new image. The generated image is representative of what the room should look like if a given wallpaper or flooring is installed.