Projects
Case studies say what I did, what the team did, and what the evidence supports. Smaller experiments and learning work are kept separate, so they're easy to weigh for what they are.
12 projects shown
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Founder-led venture
Smart hydroponics connecting sensors, embedded devices, cloud services, and a web interface.
My contribution. I founded the initiative and designed the end-to-end software and data architecture — backend services, REST APIs, sensor-data pipelines, monitoring workflows, and the interfaces on top of them.
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Collaborative project with SEM Ltd.
Drone imagery and deep learning for detecting transmission-tower components.
My contribution. As one contributor on a collaborative project with SEM Ltd., I worked on data preparation, model training and evaluation, edge deployment to an NVIDIA Jetson Orin Nano, DJI drone integration, and system-level validation.
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Academic project
Comparing four architectures for pneumonia detection from chest X-rays.
My contribution. I designed and evaluated the models, compared DenseNet121, ResNet50, EfficientNet-B3, and a custom CNN, addressed class imbalance and overfitting, tuned the decision threshold, and deployed the selected model behind a Streamlit interface.
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Academic project
PX4 SITL, ROS 2, and Gazebo for autonomous control and telemetry validation.
My contribution. I developed and validated an autonomous drone-control simulation, implemented real-time telemetry and OFFBOARD control workflows, validated IMU, GPS, and positioning data, and performed system-level debugging and log analysis.
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Original work on Shopify's Dawn theme
A theme-native build-your-own-bundle experience for Shopify Online Store 2.0.
My contribution. I built a custom bundle product template and section on top of Shopify's Dawn 11 theme, driven by merchant-editable metafields, with validation that prevents incomplete or duplicate bundles.
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Team course project — my Sprint 3 tasks
A multiplayer stock-trading game with live NYSE prices, portfolios, and admin-run games.
My contribution. On a team project for a graduate software course, I delivered GUI improvements, a portfolio performance visualization, a reCAPTCHA login fix, and a new admin game-management page during Sprint 3.
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Co-authored with Annur Anika
An explainable image-processing pipeline for extracting and measuring leaf vein networks.
My contribution. Co-authored with Annur Anika for ENGI 9804 (Image Processing and Applications) at Memorial University. We built a transparent pipeline in which every processing decision can be inspected and measured.
Smaller prototypes, customizations, and coursework. Described from their repositories; no outcomes beyond what those record.
Academic project
VGG16 image features feeding an LSTM language model that predicts captions word by word. A prototype encoder–decoder combining VGG16 feature extraction with an LSTM, demonstrating transfer learning, tokenization, and sequence modelling.
Python · VGG16 · LSTM · Computer vision · NLP
Personal experiment
A Python and Flask simulation of soil-moisture sensing, pump control, and a small dashboard. A software-only prototype of the control logic and monitoring interface, built as a safe step before Raspberry Pi GPIO hardware.
Python · Flask
Customization of Shopify's Dawn theme
A source-controlled Dawn 11 workspace for storefront customization and experiments. Keeps theme work reviewable in Git and provides a base for testing Liquid, theme settings, and responsive storefront behaviour away from production.
Shopify · Liquid · JavaScript · CSS
Learning exercise — interface recreation
A YouTube-inspired layout recreated with Vue 3, Quasar 2, and Vue Router. Recreates a toolbar, navigation drawer, search layout, and video cards with dynamic view counts — frontend only, with no production backend.
Vue 3 · Quasar 2 · Vue Router · JavaScript
Workshop coursework, 2020
Completed notebooks from Python fundamentals through NumPy, Pandas, and a Netflix dataset analysis. Two repositories from CKPCET workshops, including an exploratory analysis of a 6,234-title Netflix dataset.
Python · NumPy · Pandas · Jupyter