Software developer · Hamilton, Ontario
01 / About
Driven, curious, and always eager to learn. I'm fascinated by the ongoing application of big data, from machine learning and AI to frictionless systems, IoT, VR, AR, cyber security, and cloud computing.
02 / Toolkit
Languages / 5 tools
The language behind AI experiments, automation, APIs, and computer vision work.
03 / Professional experience
Multi-region AWS serverless architecture, Terraform, GitHub Actions, monitoring dashboards, and an Amazon Bedrock RAG chatbot.
Personalized student budgeting with OpenAI and PyTorch, plus a LangChain document and web question-answering system.
React and Flask pharmacy application with chatbot functionality, plus a PyTorch computer vision dog-breed classifier.
Amazon Alexa skills using NLP, ASR, DNNs, and SSML to assist elderly users with daily tasks.
04 / Education + club work
Education
Honours BASc, Computer Science · Minor in Statistics
Aug 2022 — Apr 2027 · GPA 3.7 / 4.0
Relevant courses
Machine Learning, Natural Language Processing, Algorithms, Operating Systems, Databases, and Computer Networks.
Led ProjectX 2024, an ML research competition on co-learning in multimodal AI; co-authored a research paper, mentored 8 students, and organized technical events.
Designed, developed, and hosted the team website using Vue.js and JavaScript.
Managed university, sponsor, and event communications; coordinated cybersecurity events; competed in 3 CTFs with a top-3 CyberSci finish.
05 / Selected projects
Systems that make difficult technical ideas useful in the real world.
Infrastructure · Local inference · Automation
A private AI cloud spread across three servers, built for reliable services, fast local inference, and everyday automation.
99.8%
Uptime
40 tok/s
Inference
03
Servers
Recommender systems · RAG · Cloud deployment
A production-minded recommendation platform that pairs a custom model with retrieval-augmented explanations for every suggestion.
0.412
NDCG@10
<120ms
p95 latency
250+
Requests
03
An experimental security toolkit combining AI services with connected hardware.
04
A language model study focused on understanding patterns in online communities.