Education
Queen’s University
Expected May 2028
Related Coursework:
- ECE 278 Data Structures & Algorithms
- ECE 279 Object Oriented Programming
- ECE 274 Computer Architecture
- ECE 274 Data Science & Analytics
Experience
Engineering Lab – Data Science & Analytics at Queen’s University
Sep 2024 – Dec 2024 • Kingston, ON
- Collected, structured, and maintained experimental datasets using Excel for accurate analysis and reporting.
- Performed statistical analysis and linear regression using Excel and Python (Jupyter Notebook), validating relationships between variables.
- Conducted data cleaning and quality checks by identifying inconsistencies and outliers to improve dataset reliability.
- Produced technical reports with tables and charts summarizing experimental findings.
Automated Water Filtration System – Engineering Design Project at Queen’s University
Sep 2024 – Dec 2024 • Kingston, ON
- Collaborated in a team to design and build a water filtration prototype.
- Modeled mechanical components in SolidWorks for system assembly.
- Assisted in Arduino programming for timed rotation and controlled dispensing.
- Tested and calibrated system for consistent performance and reliability.
Projects
Walking vs Running Classifier at Personal Project
Jan 2025 – Present • Mississauga, ON
- Built a data pipeline in Python (Pandas, NumPy) to process accelerometer data for human activity recognition.
- Cleaned and segmented time-series data using noise reduction and missing value handling techniques.
- Extracted statistical features (mean, variance, range) to analyze activity patterns.
Bike Share Availability Analytics Dashboard at Personal Project
Feb 2025 – Present • Mississauga, ON
- Built a real-time dashboard using Python (Streamlit, Pandas) with City of Toronto Bike Share API data.
- Processed and cleaned API data to ensure accurate station-level tracking.
- Created interactive geospatial visualizations to monitor bike and dock availability.