Machine Learning Data Analytics
Resume:
Timothy James Giles
Contact Information
Email: *********@*****.***
Phone: 469-***-****
Address: *** ******** **, ********** **, 75159
GitHub: https://github.com/Timothy-Giles
Summary
I have a passion for analytics and problem solving with a strong academic background in mathematics, full stack software development, data analytics, and machine learning. Education
Bachelor of Arts in Mathematics (Minor - Arabic)
Texas Tech University — Lubbock, TX
2012 - 2017
● Founded and led a Christian Apologetics Club
● Active in Baptist Student Ministry
● Worked with the Military Veterans Program
● About 20 credits in Economics and 20 credits in Physics Java Full Stack Development Bootcamp
FDM Group
2017
● Created a task management web app (CRUD functionality) Giles So!ware Resume
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● Used AJAX for real-time updates
● RESTful APIs with Java and SQL for data storage
● Added a mobile version using Swift
Data Analytics and Machine learning
University of Texas McCombs School of Business
2023-2024
● I Created a convolutional neural network (CNN) that predicts brain tumors from MRIs with 98% validation accuracy. Used data augmentation, pretrained VGG16, post-training fine tuning, and more.
● Learned technologies to manage databases, clean and process data, and visualize data.
● Learned to utilize data warehouses, data lakes, and cloud services Technologies and Skills
● Back End: Python (matplotlib, pandas, SQLAlchemy, PySpark, Flask, tensorflow, and more), Java
● Data Management: mySQL, MongoDB, postgres, Snowflake, Databricks, AWS, Excel/VBA
● Data Visualization: Tableau, matplotlib, Leaflet
● Web Technologies: HTML (web scraping), CSS, JavaScript (Leaflet, AJAX)
● Version Control & Project Management: GitHub, Jira, AGILE
● Machine Learning:
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Supervised/Unsupervised Learning: Logistic Regression, Random Forest, Support Vector Machine, k-Nearest Neighbors, Linear Regression, Random Forest, Support Vector, Decision Trees, K-Means
Deep Learning: Convolutional Neural Networks, Recurrent Neural Networks
● Operating Systems: Unix
● Test Driven Development: Junit, Qtest, Tosca
● API: Postman, RESTful, SOAP
● Other Hard Skills: Inferring conclusions from data, Correlation vs Causation, critical thinking and problem solving, data processing, data cleaning, ETL processes, data stewardship, data integrity, analyzing data, statistics, testing software, automation Professional Job Experience
United States Air Force - Munitions Systems (2w03) 06/2008 - 08/2010
● Honed leadership and teamwork skills
● Developed problem-solving abilities and attention to detail QA Engineer – Cognixia
12/2024 - 04/2025
● Automation Testing and manual testing
● API testing(postman), backend testing(Java), and database testing(SQL/mongo) High School Math Teacher – Winfree Charter Academy 08/2019 - 05/2024
● Taught Algebra, Geometry, and Calculus
● Developed customized learning plans
● Boosted student performance through tutoring
Warranty Coordinator / Parts Room – Stevens Transport 09/2018 - 06/2019
● Managed warranty department database (excel) and shipping parts deemed under warranty
● Operated forklift to move parts
● Sold parts and assisted with inventory management Certifying Assistant – TTU Military Veterans Department 03/2012 - 05/2014
● Assisted veterans and their dependants with educational benefits (GI Bill/Hazlewood Act) Additional Experience
Father
2017-2025
Restaurant Industry
● Whataburger (2011)
● West Crust Artisan Pizza – Lubbock, TX (2016)
● Mellow Mushroom – Rockwall, TX (2017)
● Developed interpersonal and customer service skills
● Managed high-stress environments
● Prepped ingredients and made quality meals quickly Soft Skills
● Strong Teamwork and ability to Lead
● Excellent Communication
● Workflow Prioritization
● High Attention to Detail
● Passion for Learning and Educating
● Empathy and Kindness
● Great problem solving
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