Trey Brooks Machine Learning Engineer / Data Engineer +1 (615) 390-1650 | tbrooks@datamaycare.com Highly motivated and experienced engineer seeking a dynamic and challenging role in an innovative and diverse environment. Dedicated to utilizing my creativity, diverse perspectives, and expertise in designing and implementing large-scale, efficient, and maintainable solutions that positively impact people's lives. Skills and Technologies: ● Programming Languages: Python (Tensorflow, PyTorch, Django, Flask, Scrapy), R, C++, C, Java, PHP, Solidity ● Databases: SQL (BigQuery, SQL Server, PostgreSQL, MySQL, SQLite), NoSQL (Firestore, MongoDB, Neo4j, DynamoDB) ● Cloud Computing Platforms: GCP, AWS, and Azure ● Front-end: Vue 3, D3js, React Native, JQuery ● Other Tools: Docker, Git, Anaconda, Looker, Tableau, Microsoft Office Suite Experience: Data Engineer - IQ Talent Partners June 2021 – February 2023 ● Led SQL (Postgres, BigQuery) and NoSQL (BigQuery, Firestore) architecture initiatives ● Built a data warehouse in BigQuery and implemented transformations using dbt ● Utilized Pub/Sub and Cloud Functions for EL jobs as necessary ● Built and deployed NLP models for empowering users to work faster (Spacy, Cloud Run) ● Managed GCP infrastructure and provided end-to-end BI reporting in Looker Studio ● Developed Vue 3 apps to enhance customer experience ● Collaborated with clients, vendors, and stakeholders Data Engineer/Data Scientist Consultant - Data May Care, LLC Jan 2020 - Present ● Built a document matchup API for document version comparison using fine-tuned NASnet model in Keras and Tensorflow ● Leveraged YOLO and Pytesseract to identify and read executed signatures ● Refactored the matching algorithm to CPU optimized OpenCV implementation when client's requirements pivoted ● Utilized Docker for portable packaging and Docker Compose to test and evaluate model results for data inspection and labeling Machine Learning Engineer - ThinkDeeply March 2018 - July 2018 ● Implemented real-time barcode object detection and decoding using YOLOv3 ● Packaged the solution with Docker and Django REST framework for a portable implementation ● Worked with a video object tracking model using a siamese network in Tensorflow Data Engineer and Sr. Data Analyst - Healthcare Bluebook January 2014 - April 2018 ● Designed and deployed several projects that are still in use today ● Created a Docker-based internal Django website hosting various ETL and mapping projects, reducing workload for the analytics team ● Developed several web crawlers to aggregate national data sets, updated periodically using Scrapy framework in Python, MongoDB, and Docker ● Built a demographic verification app boosting data quality to automate analyst workflows, reducing overhead costs for the team ● Analyzed hundreds of millions of HIPAA sensitive healthcare claims to determine procedure pricing models across the country ● Implemented Python-based data integrity checks for local files and datastore Software Contractor - Axial Healthcare Late 2014 ● Built several reports in Python, both for Excel or as PDFs, pulling data from Google BigQuery ● Analyzed HIPAA sensitive information regarding opiate overprescription across the United States Account Management Associate and Database Analyst - Urban Science December 2012 - January 2014 ● Developed an efficient ETL process using SQL Server to collect and analyze nationwide vehicle sales and registrations, completing the project six months ahead of schedule ● Significantly improved the process by reducing disk space requirements by 95% and processing time by 90%, resulting in a more streamlined product ● Collaborated with senior managers at Nissan/Infiniti North America to ensure the accuracy and timely delivery of data-driven insights. Continuing Education ● AI driven karaoke video generation project, utilizing Spleeter and Whisper to generate karaoke videos from any YouTube video ● Learned React Native in April 2021 and developed a memo centered alarm app for efficient organization of tasks ● Built web app for distributed translation of movie subtitles. Result is 99% faster than single file translation. Uses Google Cloud Functions and the Google Translate API in June 2020 ● Used Twilio API, AWS Lambda, and DynamoDB to automate text analysis and responses for managing invitations to my 30th birthday celebration in January 2019 Education: MCS - Data Science (4.0) University of Illinois Urbana-Champaign 2019 BS - Biomolecular Chemical Engineering (3.16) Tennessee Technological University 2012 Presentations, Awards, and Volunteer work: ● 2023 J: On The Beach: Data Science conference in Malaga Spain Volunteer MC/Presenter ● 2018 PyTennessee: Web Scraping in Python ● 2017 IndyPy Data Science Conference: Pattern Mining ● 2015 IndyPy Pythology Ligntning Talks: Using Nodebox for Python GUIs and Visualizations ● 2014 Nashville Data Science Meetup: Data visualization in Python: A Survey of matplotlib, seaborn, & nvd3 ● 2013 Hack Nashville: Hacker’s Choice Award for WiFi enabled Smoke Alarm ● 2012 Phreaknic: Starting Up A Crypto Party Sabbatical 2018/2021: ● Finished graduate program remotely ● Ran my first music festival, Rogana Rocks. 18 bands, 10 visual artists, and 200 attendees ● Traveled Costa Rica, Panama, and Cuba for almost six months ○ Developed basic Spanish skills ○ Networked with AI and DevOps mentors at HackerHouse in Boquete ○ Remodeled a house in the jungles of Costa Rica ○ Learned to ride horses in the mountains of Costa Rica ○ First major solo travel ○ Developed consistent calisthenics and yoga practice