Data Scientist Science
Resume:
Marissa Miller
[Data Scientist]
**********@*****.***
www.linkedin.com/in/marissa-miller-8b1ab8b6/
Experience
Project & Event Manager
Pair of Cord Productions, LLC Dallas TX August 2021-Present
● Grew attendance from 25 attendees per event to 150 attendees per event
● Plan, direct, and execute twice-monthly events with up to 150 attendants
● Maintain and analyze customer and event data records for decisioning
● Design and manage a website, maintain digital communities on Discord and Facebook, design and implement digital marketing campaigns, manage budgets, expenses and accounts, coordinate and train volunteers Data Science Consultant
Slalom Consulting Dallas TX October 2019 - July 2020
● Reformatted data science model pipeline to Python, resulting in increased processing speed and reduced maintenance
● Designed and implemented text data processing pipeline in Python for internal topic modelling project
● Implemented a smart chatbot to answer questions about COVID-19 using AWS Lex
● Designed and implemented analytics methodology for client hotel data forecasting Software Engineer / Application Developer
ARGO Data Resource Corporation Dallas TX Sept 2017 - Sept 2019
● Designed a production random forest model using Python (numpy, scipy, sklearn) on a highly imbalanced dataset for banking check fraud detection software
● Developed data processing pipeline (C#) for customer experience data
● Built a model evaluation and selection pipeline using Python (pandas, numpy, scipy, sklearn) for healthcare patient readmission risk estimation products
Created automated feature engineering pipeline reducing dimensionality of a 300-feature dataset to 30 features
Designed a model evaluation pipeline to select model type based on ROC score Skills
● Project Management
● AWS ML stack
● Statistics
● Atlassian Jira
● Hadoop
● Agile Scrum
● Data cleaning
● Data optimization
● Data wrangling
● Exploratory data analysis
● Model development
● Statistical modeling
● Tableau
● Python
● sklearn
● Data visualization
● Regression
● Classification
● Statistical analysis
● Object oriented
programming
● Feature engineering
● Git
● Financial forecasting
● Segmentation
Education University of Texas at Dallas
Master of Science in Computer Science: Data Science (left program early upon hire) Bachelor of Science in Biochemistry
Certifications Women’s Entrepreneurship Certificate, Cornell University + Bank of America Institute 2023 Current Professional Scrum Master, Scrum.org (in progress) Expected Completion January 2025 Agile Software Developer Nanodegree, Udacity (in progress) Expected Completion January 2025 Data Scientist Nanodegree, Udacity (in progress) Expected Completion January 2025
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