Emily Ubbelohde Email & Phone Number

Metis is an accredited 14-week immersive data science boot camp focused on Python, data science, supervised and unsupervised machine learning, data analysis, and visualization techniques.Featured Work: Predicting Flight Prices:- Collected flight data from Kayak for 1,037 flights- Used regression to build a model for flight price prediction Classifying Avocados and Predicting Prices:- Built a classification model that predicted if an avocado sold was organic or conventional - Fed findings from the classification model into a regression model that predicted the price of avocados sold both conventional and organic - Classification model was built using gradient boosted trees, and the price prediction regression model was built using a random forest regression model- The final score for the entire pipeline was an R-squared = .927 Determining the Edibility of Mushrooms:- Used Selenium and Beautifulsoup to collect images and edibility classifications for 170+ types of mushrooms - Built a Sequential Neural Network 16 layers to predict edibility, with acceptable performance (accuracy = .968, recall = .957)Weather App for Road Trips:- Built an end to end pipeline that gathered direction and weather data from three API's- Created a pipeline that connected results from each API call to feed into the next - Pipeline was deployed into a streamlit app

- Oversaw five to six store managers and their teams at a time- Created and updated spreadsheets that allowed managers to drag and drop data - Hired and trained new managers - Taught people unfamiliar with data on data dashboard utilization - Used data to explain trends, and concepts to management teams- Set goals for stores to achieve based on yearly and current sales trends- Helped management teams determine approach for meeting goals - Assist management teams forecast for yearly and seasonal sales trends- Helped management teams in hiring and training their own teams

- Hired, trained and managed a team of 15-20 - Entered daily, weekly, monthly, and quarterly data for sales tracking, inventory tracking, scheduling, cashflow tracking, revenues and expenditures- Ensured all store operations ran smoothly

- Led outdoor education trips- Taught outdoor education classes- Facilitated groups, and individual patrons at the climbing wall

- Lead groups of 10-12 children between the ages of 8-15 for a one to two week long summer camp experience- Held daily meetings to keep staff informed - Assisted staff as a behavior specialist

Bachelor Of Applied Science (B.A.Sc.), Accounting And Finance

Education record