Thomas James
Data Scientist
Summary
Driven Data Science Intern ready to thrive in demanding digital intelligence processing environments with a positive attitude. Well-informed on latest machine learning advancements. Ready to combine tireless hunger for new skills with desire to exploit cutting-edge data science technology and achieve company goals.
Overview
6
6
years of post-secondary education
17
17
Certifications
2
2
Languages
12
12
Teaching/Tutoring Experience
Work History
Predicting Rankings of Marathon Runners
University of Michigan
Ann Arbor
11.2022 - 12.2022
- Predicted the rankings of marathon runners using a raw dataset, exploratory data analysis, feature engineering, data cleaning, and machine learning pipelines
- Discovered the hyperparameter levels and feature variables that can provide the optimal ranking predictions
- Developed teamwork communications and meetings with coworkers
- Proved successful working within a four-week deadline and fast-paced atmosphere
NBA Data Predictions and Analytics Using NLP
University of Michigan
Ann Arbor
08.2022 - 10.2022
- Developed predictions of NBA 2022-2023 seasonal rankings using machine learning models such as XGBoost, Random Forest Classifier, and Logistic Regression
- Successfully determined Twitter conversations' potential positive and negative influences on NBA teams, as well as terms containing highest relevance with each NBA team, through application of sentiment-analysis, semantic-analysis, sarcasm-detection, Word2Vec models, and topic-coherence models
- Identified that Boston Celtics and Golden State Warriors will be ranked #1 in their conferences during 2023
- Proved that sentiment-analysis, semantic-analysis, sarcasm-detection, and topic-coherence models can provide valuable insights on the current preferences and perspectives of specific audiences
Environmental Effects on Housing Prices
University of Michigan
Ann Arbor, MI
04.2022 - 05.2022
- Developed a data analysis that compares house prices with satellite imageries and air quality data
- Integrated a team-oriented approach to collecting and analyzing data from United States government air pollution records, Zillow housing prices, and LANDSAT satellite data
- Discovered that lack of correlation amongst housing prices, satellite vegetation data, and air quality data could be due to lack of public education about pollution levels existing in their cities
Business and Tech Innovation Jam Contestant
University of Michigan Ross School of Business
Ann Arbor, MI
09.2022 - 11.2022
- Developed an innovative business proposal that would allow communities and event coordinators to more easily connect and share opinions with one another; providing an opportunity for event coordinators to conserve more event-planning finances with access to better planning tools
- Participated in continuous project improvement by generating suggestions, engaging in discussions that promoted teamwork, developing a wireframe model, building a business model, and presenting a project pitch to a group of professionals
Professional Tutor
Varsity Tutors
Online
01.2010 - Current
- Collaborated with students to complete homework assignments, identify lagging skills and correct weaknesses.
- Planned lessons for allotted time to strengthen weak subjects and build skills.
- Improved test scores by focusing on reading comprehension, math and critical thinking skills through one-on-one tutoring sessions.
- Stressed importance of good study habits by encouraging students to create personalized study plans.
- Developed student confidence through positive reinforcement strategies.
Assistant Scoutmaster
Scouts BSA
Dyer, IN
09.2009 - Current
- Provided facilitation and encouragement of interaction amongst scouts while leading Spring and Fall council-wide camping events
- Kept assigned troop volunteers abreast of pertinent information to keep leadership members up-to-date on emerging issues and developing practices
- Fostered positive personal connections with each troop participant while instilling event preparation and teamwork skills needed for a successful camping trip
- Provided guidance to scouts as they walk their individual paths to the Eagle Scout rank and become future leaders
Education
Masters - Applied Data Science
University of Michigan
Ann Arbor, MI 08.2021 - 04.2023
Bachelor of Science - Biology
Benedictine University
Lisle, IL 08.2002 - 05.2009
Skills
Python 3 Programming
R Programming
SQL
Statistics
Data Extraction, Cleaning, & Sorting
Data Analysis
Machine Learning
Deep Learning
Data Storytelling
Machine Learning Pipelines
Leadership
Teamwork
Stress-Management
Detailed & Analytical Thinking
Reading, Playing, and Improvising Music
Hiking/Camping
Chess
Teaching/Presentation Experience
Salsa Dancing
Desire to Continuously Learn & Explore
Emotional Intelligence
Resilience to Pursue Personal Passions
Five Years of Experience Living in Latin America
Connecting with Groups Containing Diverse Cultural Backgrounds
Accomplishments
Eagle Scout; UMSI Leadership Award; 4-H King Nominee; Musical Talent Scholarship; Schmitt Physics/Math Scholarship, Cuneo Foundation Scholarship; Knights of Columbus 4th Degree; Michigan Data Science Team Member
Certification
Data Science Specialization - IBM
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote
The greatest glory in living lies not in never falling, but in rising every time we fall.
Nelson Mandela
Timeline
Predicting Rankings of Marathon Runners
University of Michigan
11.2022 - 12.2022
Business and Tech Innovation Jam Contestant
University of Michigan Ross School of Business
09.2022 - 11.2022
NBA Data Predictions and Analytics Using NLP
University of Michigan
08.2022 - 10.2022
Environmental Effects on Housing Prices
University of Michigan
04.2022 - 05.2022
Masters - Applied Data Science
University of Michigan
08.2021 - 04.2023
Artificial Intelligence Engineering Professional Certificate – IBM
08-2021
Neuroscience and Neuroimaging Specialization – Johns Hopkins University
08-2021
Tensorflow Advanced Techniques Specialization – DeepLearning.AI
08-2021
Applied Data Science with Python Specialization - University of Michigan
07-2021
Learn SQL Basics for Data Science Specialization - University of California - Davis -
07-2021
Data Science Specialization - Johns Hopkins University
06-2021
Data Analyst Specialization – IBM
06-2021
Generative Adversarial Networks Specialization - DeepLearning.AI
05-2021
Geographic Information Systems (GIS) - University of California - Davis
05-2021
Natural Language Processing Specialization – DeepLearning.AI
05-2021
Python 3 Programming Specialization – University of Michigan
05-2021
Tensorflow Developer Specialization – DeepLearning.AI
05-2021
Machine Learning Professional Certificate - IBM
04-2021
Artificial Intelligence in Medicine Specialization – DeepLearning.AI
04-2021
Statistics with Python Specialization – University of Michigan
04-2021
Deep Learning Specialization - DeepLearning.AI
04-2021
Data Science Specialization - IBM
03-2021
Professional Tutor
Varsity Tutors
01.2010 - Current
Assistant Scoutmaster
Scouts BSA
09.2009 - Current
Bachelor of Science - Biology
Benedictine University
08.2002 - 05.2009