🦄A neuroscientist turned biomedical engineer, with 5+ years of experience as a technical consultant, software developer, AI solutioneer, and data scientist.
After graduating from a Master's of Applied Science in Biomedical Engineering program (2018 - 2022) at Carleton University, I worked as a Data Scientist and Technical Consultant at IBM, Aviva Insurance, and Validere Technologies - industries ranging from general consulting, insurance, and oil and gas. My passion, has, however been in the digital health space.
My rewarding graduate thesis involved applying Machine Learning and Data Science with MATLAB and Python to develop a non-invasive motion detection and classificiation model for neonatal patient monitoring 🔗 . I was particularly excited about the possibility of integrating this model into a real-time full-stack application for parents and healthcare professionals.
While completing my Bachelors degree in Neuroscience and Mental Health Studies from the University of Toronto, there was a shortage of mental health resources and education for youth at a time when university/college mental health crises were at an all-time high - I put together wireframes of a mental health support and education app, rallying students, the Bayshore Health Sciences and professors into my support system .
In 2024, I decided to invest in my ambitions and interests, embarking on a Software Engineering diploma with BrainStation 🔗. This program, my professional and graduate experiences encouraged me to work towards my goal of improving the health and social landscape by building lasting solutions that put people first. So, I am building a digital solutions consulting and design firm - AmiLife Digital Solutions, where I strive to:
If any of the above sounds interesting to you, I would love to chat more about your vision and how AmiLife Digital Solutions can help, please reach out below with the contact form, book a call, or visit our LinkedIn page to learn more!
Website remains under construction until January 2025
This is an MVP of a postpartum peer-support application that I am building as part of my efforts to support women's digital health resources. I am the full-stack developer for this project and am currently working to build a more comprehensive iOS version of this app with SwiftUI.
A course-booking website for a Canadian Hunter Safety Education academy in Toronto. This website is largely a SPA and integrates a booking widget and Framer Motion flip-cards for interactivity
An promotional website for a new community group/band. A simple SPA pulling data from a public API using component re-rendering.
A web application that enables seamless Wi-Fi calling and communication. Designed for modern businesses, it integrates with various tools to enhance productivity and streamline customer communication.
This thesis investigates using centre of pressure (COP) signals from a pressure-sensitive mat to detect patient movement and classify its directionality in real-time. The study achieved improved motion detection with precision = 0.84 and recall = 0.71, and a classifier accuracy of 87.29%, precision = 0.90, and recall = 0.84 after incorporating additional hand-annotated data.
Ottawa, ON, Canada
Completed a Master's in Biomedical Engineering with a specialization in Data Science. Developed a cutting-edge algorithm for neonatal motion detection using pressure signals, achieving 87.29% accuracy, which enhanced patient monitoring in NICU environments.
Tools: MATLAB, Python
December 2021Ottawa/Toronto, ON, Canada
Worked as a technical consultant leveraging data-driven insights to support clients. Focused on virtual assistant development and user-centric solutions as an associate, later expanding to project leadership, enabling enterprise-level analytics and process optimization.
Tools: Python, Excel, PowerPoint
March 2020 - December 2020Toronto, ON, Canada
Built machine learning models and analytics tools to improve marketing efficiency, detect fraud, and forecast business outcomes. Automated data pipelines using Python, improving analysis speed and decision-making. Led initiatives to improve team onboarding and collaboration.
Tools: Python, Excel, PowerPoint, SQL, Hadoop, Postman, sci-kit-learn, numpy, pandas
December 2020 - July 2022Toronto, ON, Canada
Led the implementation of a large-scale software solution, achieving a 700% ROI. Designed metrics for performance scorecards to improve product readiness, reduced downtime, and enhanced data quality. Delivered key client-requested features and contributed to product development.
Tools: Python, Excel, PowerPoint, SQL, Google Business Suite
July 2022 - November 2024Toronto, ON, Canada
Embarked on the transformative journey of motherhood, embracing new challenges and perspectives. Balanced personal growth with professional endeavors, continuing to pursue impactful projects.
Tools: Multi-tasking, forward thinking, crisis management, leadership, negotiation, time management
August 2023Toronto, Canada
Completed an intensive bootcamp, mastering software engineering concepts like React, JavaScript, DevOps, and deployment. Built and deployed full-stack applications, including the Cuppa digital health app, showcasing technical and design skills.
Tools: JavaScript, React.js, Typescript, Sass, Axios, PostgreSQL
August 2024Toronto, Canada
Founded a company focused on creating innovative digital solutions for healthcare, insurance, and lifestyle sectors. Specialized in designing user-first products and algorithms, combining technical expertise with empathetic design.
Tools: Web development, Mobile development, Health Tech Consulting, Data Warehousing, Design Thinking
November 2024Please contact me directly at samreenaziz@amilifedigitalsolutions.com or through this form: