About Me
I'm a Computer Science student at Queen's University with a specialization in Artificial Intelligence. My journey in tech has been driven by a passion for creating innovative solutions that bridge the gap between cutting-edge AI research and practical software applications.
With hands-on experience at companies like Bettermode, where I built scalable authentication systems and Microsoft Teams integrations, I've developed a strong foundation in both frontend and backend development. My expertise spans from deep learning and genomics to cloud-native MLOps pipelines.
Beyond coding, I'm deeply interested in software architecture, computational geometry, and applying machine learning to solve real-world problems in healthcare, business intelligence, and beyond.
Academic Excellence
2022 Queen's University Academic Excellence Scholarship recipient and 2021-2022 Ontario Scholar Award winner
Technical Expertise
Proficient in full-stack development, machine learning, cloud computing, and software architecture design
Continuous Learning
Advanced coursework in AI, data structures, algorithms, software architecture, and operating systems
Education
Queen's University
Bachelor of Computer Science
Specialization: Artificial Intelligence
Awards & Achievements
- •2022 Queen's University Academic Excellence Scholarship
- •2021-2022 Ontario Scholar Award
Relevant Coursework
Experience
Software Engineer Intern
- Built a secure Microsoft Azure-based authentication system and integrated React frontend to enable seamless Microsoft account linking for unified user experiences
- Developed scalable backend services using Node.js, MongoDB, and SQL to support up to 20 Microsoft Teams channel connections per user, and implemented real-time notifications via RESTful and GraphQL APIs
- Designed and deployed a Microsoft Teams bot with Azure Bot Services, allowing users to engage with Bettermode community events and receive instant activity updates within Teams
Software Engineer Intern
- Led a team of interns to deliver high-quality client websites, providing mentorship and resolving technical challenges throughout the development cycle
- Designed and launched multiple WordPress-based websites from scratch, including a magazine store, focusing on layout design, plugin integration, SEO, and performance optimization
Featured Projects
A selection of projects showcasing my expertise in AI, machine learning, and software engineering
TF Binding Prediction
Deep Learning & Genomics
Built a deep learning model using transfer learning to predict transcription factor binding sites from DNA sequences. Preprocessed genomic datasets and fine-tuned residual neural networks to classify binding regions, supporting biomedical research in eye-related genetic conditions.
Applied ML for Business Intelligence
AWS SageMaker, NLP, MLOps
Designed and deployed end-to-end MLOps pipelines with automated preprocessing, hyperparameter tuning, and real-time inference for a gym and restaurant. Leveraged K-Means for customer segmentation, Linear Learner for churn and sales prediction, and NLP (BlazingText, LDA) for feedback analysis to drive strategic, data-informed decisions.
GNUstep GUI Framework Analysis
Architectural Analysis & Enhancement
A year-long analysis of GNUstep's layered architecture, performing reflexion analysis with SCI tools, subsystem mapping, and design pattern evaluation. Proposed and architected a dynamic theming subsystem using MVC and event-driven design, enhancing usability and modularity while preserving cross-platform compatibility.
3D Femur Reconstruction
Medical Visualization
Simulated a medical imaging pipeline by reconstructing a 3D femur model from cross-sectional contour data using dynamic programming and minimum-area triangulation. Designed and implemented a mesh generation algorithm to interpolate between anatomical slices, enabling precise bone surface modeling for potential use in surgical planning or prosthetic design.
Skills & Technologies
A comprehensive toolkit spanning full-stack development, AI/ML, and cloud technologies
Languages
Frontend
Backend
AI & ML
Cloud & DevOps
Tools & Other
Get In Touch
I'm always open to discussing new opportunities, collaborations, or just having a chat about technology