Hello! I'm Sana.
Computer Science student @ McMaster University | Aspiring Data Scientist
About Me
Education
Bachelor's Degree in Applied Science, Computer Science
McMaster University, 2022 - 2026
Experience
IT Project Assistant
McMaster Housing and Conference Services, 2023 - Present
Held key responsibilities including delivering prompt and
proficient technical support, and ensuring the security and
optimal performance of all technology systems.
Technical Skills
Programming Languages
Python
JavaScript
Java
C
SQL
HTML-CSS
R
Tools & Frameworks
TensorFlow
Keras
Scikit-learn
Git
Databases
PostgreSQL
MySQL
Projects
Shape Intersection
ChargeHubConnect
Toronto Weather Prediction
Personal Portfolio
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Python
Scikit-Learn
Tensorflow
Keras
Emotion Recognition
Developed a CNN using Keras and TensorFlow to classify facial expressions into seven emotions. Leveraged OpenCV for face detection and ImageDataGenerator for data augmentation. The deep learning model, featuring convolutional layers and dropout, achieved high accuracy on the validation set, showcasing strong performance and generalization.
Tools Used:
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Python
Scikit-Learn
Scipy
Seaborn
Pandas
Toronto Weather Prediction
Developed predictive models to predict the average temperatures in Toronto using historical data (2002-2023) using ML algorithms like Ridge Regression and Decision Trees. The dataset included precipitation, snow depth, and temperature metrics to enhance climate pattern understanding and improve prediction accuracy.
Tools Used:
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JavaScript
HTML-CSS
PHP
MySQL
Google's Geocoding and Directions API
ChargeHubConnect
A web application designed to facilitate the rental of private Electric Vehicle (EV) charging stations. Owners can register their charging stations, providing details such as price, location, and other essential information. Renters can search for the nearest available charging stations, check availability, and get real-time location data and directions.
Tools Used:
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Java
JUnit
Shape Intersection
Implemented shape intersection functionality in Java, rigorously tested using JUnit. Applied advanced Java techniques, integrating essential design patterns like Composite, Iterator, and Singleton. Ensured system robustness and reliability through effective exception handling strategies.
Tools Used:
Outside the Classroom
MacEng Ambassador
McMaster Engineering Society
Proudly represented MacEng, guiding students and families through campus tours and answering their questions during orientation programs. Shared my personal journey and inspired prospective students with McMaster's history, legacy and achievements. Also played a key role in expanding our reach and enhancing international enrollment, leaving a lasting impact on our community’s growth.
Residence Orientation Representative
McMaster Housing and Conference Services
Orchestrated a smooth and well-structured residence move-in process, ensuring new students felt welcomed and confident as they began their university journey. Directed Welcome Week events with energy and creativity, fostering student engagement, building community spirit, and ensuring first-year students transitioned seamlessly into university life.
Contact
If you would like to connect with me, drop down a message!