Experience

Machine Learning Engineer
2024-Sept - present
Kraken Technologies (Part of the Octopus Energy Group) Balancing the grid & providing green energy
  • One of two machine learning engineers on the team creating a customer-facing chatbot for electricity retailers
Data Engineer
2022-Jul - 2024-Sept
Octopus Energy US Balancing the grid & providing green energy
  • Created price forecast that improves upon the accuracy of prior price signals; deployed process to optimize electric vehicle charging
  • Conducted research and analysis to design a customer service chatbot capable of diverting 15% of customer inquiries reliably
  • Owned data modeling for the US region of this global company; optimized analytics by transforming 80+ tables and building self-service dashboards
  • Engineered a robust data extraction pipeline for ERCOT reports, accommodating over 50 different report types with unique file formats
Head of Data Analytics
2021-Oct - 2022-Jul
Club Feast Efficient food delivery
  • Led the data team and launched initiatives to integrate data science into the culture of an early stage startup, such as schedule optimization and customer lifetime value prediction
  • Created internal-facing website for data-driven restaurant selection using S3, React, API Gateway, and AWS Lambda
  • Established data integrity around restaurant payments while writing the code to automate invoices and send bank transfers, saving 20 hours a week of effort and improving transparency with hundreds of restaurant partners
Data Automation Engineer
2020-Aug - 2021-Oct
Club Feast Efficient food delivery
  • Built data infrastructure using AWS, Snowflake, and dbt to create scalable systems that reduced the time of data retrieval down to seconds
  • Designed and implemented the system for coordinating day-of-delivery logistics, used for hundreds of delivery routes a week
  • Automated marketing communications, internal reporting, emails, and Slack alerts, reaching several internal stakeholders, hundreds of restaurant partners, and thousands of customers
  • Created simulations and compiled actual data to gain insight into factors impacting delivery route efficiency, combining results with theory and giving suggestions that increased the number of deliveries completed per hour

Education

Chemical Engineering (Bachelor)
2016-Sep - 2020-May
MIT

5.0/5.0 GPA

  • Fundamentals of Programming
  • Engineering Systems Design
  • Advanced Energy Conversion
  • Systems Engineering
Statistics and Data Science (MicroMasters)
Apr - 2024

  • Machine Learning with Python: from Linear Models to Deep Learning
  • Probability: The Science and Uncertainty of Data
  • Fundamentals of Statistics
  • Data Analysis: Statistical Modeling and Computation in Applications
  • Capstone Exams

Organizations

Voice of a Woman Toastmasters Club
2022-Jul - present
VP Education (2023-Jan - present)

Plan meetings, coordinate mentor program, and support members in this public speaking club for women

Icing Smiles
2023-May - present
Tech Team

Aggregate data and reporting for this non-profit that sends personalized baked goods to the families of critically ill children

Skills

  • Machine Learning (Intermediate)

    Generative AI, Clustering, Classification, Time Series Analysis, Neural Networks, Recommender Systems, Regression

  • Computer Programming (Advanced)

    Python, HTML, CSS, Javascript

  • Data Engineering and Data Modeling (Advanced)

    AWS (S3, EC2, RDS, DynamoDB, API Gateway, Lambda), SQL, PostGIS, dbt, Airflow, Databricks, Snowflake, MongoDB, CDC, ELT

  • Data Analysis and Data Visualization (Advanced)

    A/B and Hypothesis Testing, Experimental Design, Streamlit, Tableau, pandas, scipy, scikit-learn

Interests

  • AI, ML — Automating Decisions, Assisting Tasks
  • Storytelling — Visual, Written, Spoken
  • Food — Baking, Photography, Favorite Family Recipe: https://rb.gy/i3ta6
  • The Outdoors — Biking, Hiking, Camping
  • Sustainability — Decarbonization, Food Security, Zero Waste