Here, you will find everything about me

Embracing each day with purpose and creating meaningful change in the world!

Hi, I'm Selina—an open-source AI enthusiast, undergraduate researcher, and builder passionate about making real-world impact through technology. My open-source medical AI model has reached 1,900+ downloads, and I work closely with PhD researchers to advance clinical AI for healthcare. I thrive on curiosity, collaboration, and creating tools that empower others.

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Co-founded and led a student-focused EdTech startup. Architected a full-stack web platform that empowered students to make smarter university choices. Improved scalability and user experience by 30%.
Co-founder - Director of Operations & Software Engineer at G12
Conducting research on multimodal AI for clinical report generation from 3D CT scans under Prof. Ervin Sejdic and PhD candidate Ayman Anwar. Developing and training deep learning models (CNNs, 3D ResNet) for medical image analysis, integrating tabular and imaging data, and building end-to-end pipelines for automated clinical reporting. Led experiments on the CT-RATE dataset, including feature extraction, multitask classification, and LLM fine-tuning. Contributed to technical presentations, manuscript preparation, and weekly research meetings as the sole undergraduate team member.
Undergraduate Researcher – Multimodal AI for Clinical Reporting (UofT)
Researching Spiking Neural Networks (SNNs) for energy-efficient autonomous driving, focusing on sparse coding, neuromodulated learning, and sensor fusion. Applying models to real-world datasets like KITTI.
AI Student Researcher – Intelligent Sensory Microsystems Lab
JSReactNodePython
MLGoogle ColabNodePythonTypeScriptViteHugging FaceFastAPIChrome Extensions
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Joined and led impact-driven teams at multiple hackathons—including a win at Volontariato. Every project focused on solving real-world challenges in health, education, or community engagement.
Hackathon Winner & Project Leader
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Traveled to 11+ countries and fluent in working across cultures and time zones. Known for supporting teammates, motivating friends, and always bringing positive energy to every collaboration.
Globally Minded & People-First
Always building, always learning. Let’s connect and create something that truly makes an impact—whether in AI, product development, or tech for good.
Open to Collaboration & New Ideas

A small selection of recent projects

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CraveWell – AI-Powered Dietary Assistant

CraveWell – AI-Powered Dietary Assistant

Built during GenAI Genesis Hackathon, CraveWell uses AI and real-time image analysis to help users make smart food choices based on their dietary needs. Integrates Google Cloud Vision, Cohere AI, USDA API, and Firebase. Empowering food freedom and health.

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ShifAI: AI-Powered Healthcare Assistant

ShifAI: AI-Powered Healthcare Assistant

ShifAI is a multilingual AI-powered healthcare assistant designed to make healthcare more accessible, especially in regions with limited resources or language barriers. Features include AI-driven symptom triage, real-time alerts, patient-owned records, interim AI advice, and a doctor dashboard. Available in Arabic, English, and French.

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Selina’s Custom Virtual Fashion Studio – AI-Powered Virtual Try-On Web App

Selina’s Custom Virtual Fashion Studio – AI-Powered Virtual Try-On Web App

Interactive web app leveraging AI and diffusion models for virtual try-on, avatar swaps, and creative backgrounds using images or text prompts. Built with Python, Gradio, OpenCV, and RapidAPI. Features multi-modal input, real-time generation, and secure credential management.

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Universal Virtual Try-On Chrome Extension – AI-Powered Clothing Fitting for Any Online Store

Universal Virtual Try-On Chrome Extension – AI-Powered Clothing Fitting for Any Online Store

Chrome extension that lets users virtually try on clothes from any online store using AI. Features drag-and-drop, copy-paste, direct image selection, smart detection, secure backend proxy, and a modern UI. Demonstrates advanced browser extension and AI integration.

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HealthGPT – Fine-Tuning a Medical Question-Answering LLM

HealthGPT – Fine-Tuning a Medical Question-Answering LLM

Developed a domain-specific chatbot for medical Q&A by fine-tuning TinyLLaMA-1.1B-Chat with 16,000+ MedQuad pairs. Used LoRA, 4-bit quantization, and Hugging Face tools for efficient training and deployment. Hosted on Hugging Face Hub, focused on radiology and CT/VFSS.

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AI-Powered Research Assistant with MCP & LLM Integration

AI-Powered Research Assistant with MCP & LLM Integration

Deployable research assistant using Model Context Protocol (MCP) and FastAPI, integrated with arXiv for academic paper retrieval and prompt generation for LLMs like Claude and GPT. Demonstrates LLM, generative AI, and API integration.

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Toto – Smart Waste Management in Africa

Toto – Smart Waste Management in Africa

AI-driven web app predicting waste hotspots and engaging communities to report, recycle, and solve Africa's waste challenge. Features include object detection, location tracking, and idea generation for sustainable upcycling.

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The Paper Toss Game

The Paper Toss Game

Embedded C game on DE1-SoC board blending arcade physics, real-time VGA graphics, and sustainability messaging. Teaches recycling through interactive storytelling, keyboard interrupts, sound effects, and dynamic gameplay.

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Duck Maze Game

Duck Maze Game

Maze chase game for DE1-SoC FPGA board. Combines VGA graphics, PS2 keyboard input, sound, and finite-state machines for an interactive, Pac-Man-inspired experience—playable on real hardware.

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EmpowerSafe – For Peace and Wellbeing in Toronto

EmpowerSafe – For Peace and Wellbeing in Toronto

AI-powered safety web app using ML, open data, and geolocation to provide real-time safety indicators, chatbot assistance, and police station mapping. Designed to make city navigation safer and more inclusive.

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PawMotion – Interactive Pet Control System

PawMotion – Interactive Pet Control System

Created an Arduino-based system using MPU6050 sensors to control a robotic pet vehicle with intuitive hand tilts. Merges hardware hacking, real-time sensor fusion, and playful user experience.

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CSGPT PRO – AI Chat Bot

CSGPT PRO – AI Chat Bot

Engineered an AI chatbot using cosine similarity and NLP to answer student queries, boosting engagement and accessibility for Grade 12 and university users.

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Volontariato – NSBE Hackathon Project

Volontariato – NSBE Hackathon Project

Developed a full-stack app for purposeful travel and volunteering, integrating TripAdvisor and Soup API. Boosted engagement by 30%—recognized as a hackathon-winning team.

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Math Research Project – Maths en Jeans

Math Research Project – Maths en Jeans

Tackled an open combinatorial problem with Python, exploring color possibilities on an octahedron. Presented original code and findings at an international math congress.

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G12 Platform Enhancement

G12 Platform Enhancement

Enhanced G12's platform UX and functionality, driving up user engagement. Led development of Phase 2 automation, including a Chrome extension with voice and chatbot features.

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Information Technology Support Specialist

Information Technology Support Specialist

Launched technical tutorial YouTube channel, providing IT support and practical troubleshooting for students and faculty—boosted digital confidence across the community.

My Certificates

My Resume

Here you can view or download my full resume. Click below to see it directly on the page!

Download PDF

Exploring My Journey and Vision.

  • Every project I join—whether it’s research, a hackathon, or a startup—has one purpose: to create real impact. I’m driven by curiosity, empathy, and the belief that technology should always make life better for others.
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    Selina ZarzourAI Student Researcher & Builder
  • From leading international hackathon teams to working on AI for healthcare, I’ve learned that the best results happen when people from different backgrounds come together, share their ideas, and lift each other up.
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    Selina ZarzourCollaborator & Hackathon Winner
  • I bring positivity and practical solutions to every challenge. Whether it’s building energy-efficient AI for self-driving, designing healthtech apps, or helping a friend troubleshoot code, my goal is always to empower others and leave things better than I found them.
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    Selina ZarzourEngineer with a People-First Mindset
  • Technology moves fast, but what matters most is the impact we have on people’s lives. I strive to bridge innovation with empathy—building products, tools, and communities that give everyone the chance to thrive.
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    Selina ZarzourGlobal Citizen & Changemaker
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My work experience

My approach

Discovering Purpose

Embrace self-discovery and exploration to understand your passions and strengths, laying the foundation for meaningful goals.

Setting Goals and Taking Action

Define clear, achievable goals aligned with your purpose and take consistent action towards them, embracing challenges as opportunities for growth.

Continuous Learning and Adaptation

Cultivate a mindset of lifelong learning, adaptability, and resilience, fostering personal and professional growth while staying open to new possibilities and experiences.