Machine Learning
Robotic Arm Vision Recognition
Employed computer vision algorithms through utilizing zero-shot learning transformers and fine-tuned MRCNN to enable robotic arms for precise object detection and dimensional measurement.
Sharon Voon
A dedicated Master of Data Science graduate at the University of British Columbia. Passionate about data modelling and machine learning, I find joy in tackling challenging tasks that push the boundaries of my knowledge. With my degree in Chemical and Biological Engineering, I bring a unique blend of analytical thinking and engineering background to the field of data science. Outside of my academic pursuits, I love immersing myself in the beauty of nature through short hikes and find solace in the world of music and gaming. Let’s connect and explore opportunities to collaborate!
Background
Education
Master in Data Science
B.A.Sc in Chemical and Biological Engineering
Experience
2+ Years
Data Associate
Data Science Toolkit
- Programming Languages: Python, R, SQL
- Data Visualization: Dash, ggplot, Matplotlib, Plotly, PowerBI, Shiny
- Statistical Modeling: A/B Testing, Hypothesis Testing
- Machine Learning: Regression, Classification, Clustering, Deep Learning Neural Networks, Recommendation Systems
- Software and Packages: Pandas, PyTorch, TensorFlow, Docker, Quarto, Git
Areas of Interest
Machine Learning
Utilizes advanced algorithms to solve complex problems and predict outcomes from data.
Data Analytics
Analyzes data to identify trends and insights, transforming raw data into actionable recommendations.
Data Visualization
Creates visual representations of data to make complex information easily understandable.
Data Storage
Manages and organizes data efficiently, ensuring easy access and reliable storage.
Statistical Analysis
Applies statistical methods to test hypotheses and evaluate data-driven decisions.
Cloud Compute
Leverages cloud services to scale applications and streamline development processes.
Technical Projects
Dashboard
Vancouver Crime Tracker 2023 Dashboard
An interactive dashboard using Dash to visualize 2023 crime data in Vancouver neighborhoods through geolocated maps, trend lines, and bar charts.
Python Package
autopredictor
Autopredictor simplifies machine learning model selection for regression tasks. This Python package provides an intuitive approach, minimizing coding for model exploration.
Certifications
- Google Data Analytics Specialization (May 2023)
- AWS Cloud Quest: Cloud Practitioner (May 2023)
- Microsoft certified: Azure Data FundamentalsDP-900 (Feb 2023)
