Annie Stanley
Data Analyst
Summary
I have always had a passion for finding answers and understanding how things work. After spending years in the hospitality industry, I was reconnected to my love for coding after a re-introduction to excel. This lead to me diving into the world of data, and immediately falling in love with data analysis. Despite not coming from a computer background, I have pushed myself to learn as much as I can about analysis and coding, so I can continue to pursue this passion.
Skills
Machine Learning:
Scikit-Learn,
NumPy,
Pandas,
Jupyter Notebooks
Big Data:
PySpark
Programming:
Python,
SQL (SQLite, PostgreSQL, Mode)
Tools & Platforms:
Docker,
Windows,
Linux,
AWS,
GitBash,
GitHub,
RESTful APIs,
Tableau,
Web Scraping
General:
Microsoft Office Suite,
Google Workspace,
Management & Leadership,
Basic CSS,
Project Management,
Leadership
Projects
| What Drives Film Success? |
Jan. 2023
|
- Tools : Python, RESTful APIs, Web Scraping, Excel, Unsupervised Learning (Clustering), Tableau
- Description: A solo project diving into the factors that lead to a successful movie, be that box office revenue, or critical acclaim. Used clustering to analyze what features were present in movies at different box office revenue levels & critical ratings.
Education
| Lighthouse Labs |
Oct. 2022 - Jan. 2023
|
Diploma Data Science 2023
Focuses on SQL, Python, Excel, data visualization, and machine learning.
| George Brown College |
Sept. 2011 - Apr. 2013
|
Diploma Baking & Pastry Arts Management 2013
Focuses in business management & professional communications
Employment
|
BC Productions Inc, Senior Payroll Administrator,
Toronto
|
Sept. 2019 - Sept. 2022
|
- Training new employees by applying an understanding of the individual needs of the company, while still achieving deadlines
- Regularly communicating with clients and building long-standing relationships
- Preparing and reviewing invoices for quick and accurate payments
- Researching multiple talent union agreements in order to abide by their varying rules when it came to overtime, contracts, and labour regulations
- Liaising with talent, and talent agents and frequently acting to reassure them during contract negotiations and during tax season
- Maintaining accurate talent information records by gathering personal information through various areas (i.e. calling, e-mail, google, etc) as well as organizing and maintaining commercial trafficking dates
- Spearheading Covid-19 protocols in the workplace by keeping up to date with government health & safety guidelines
|
The Merseyside, Cafe Manager,
Toronto, ON
|
Oct. 2016 - Oct. 2019,
Oct. 2022 - Current
|
- Ensuring a high volume of repeat customers by working to memorize their names, faces, and preferred orders
- Assessing skill levels of new employees, and adjusting training to best meet their needs; which lead to more efficient training times
- Maintaining clean and organized work spaces during rushes and high-volume daily operations
- Crafting daily and weekly menu items based on seasonality and customer feedback
- Tracking hours and tipout totals to maintain accurate payroll