Andy Holm
Estero,FL
Summary
I am a graduate of the Software Engineering program at Florida Gulf Coast University. My interests are in ML/AI, data analytics, and software development. I have experience in web development, database, data analytics, and machine learning. I love learning and being a beginner. I am deeply curious about how things work, regardless of the context, and enjoy new challenges.
Overview
3
3
years of professional experience
Work History
Learning Program Data Analyst
Arthrex
Naples, FL
09.2024 - Current
- Designed and implemented new data pipelines using Databricks to ingest, clean, and structure medical education data for reporting and analysis.
- Built and maintained Power BI dashboards for monitoring learner performance and engagement across OrthoPedia and Arthrex Global University.
- Supported the launch of OrthoPedia Academics leading the initial data setup and collaborating across teams to ensure data accuracy and accessibility.
- Provided technical support across the medical education technology team, including software evaluation, acquisition, and integration to enhance operational efficiency.
Data Analytics Intern
Arthrex
Naples, Florida
06.2024 - 09.2024
- Designed and implemented Planhat and Power BI dashboards tailored to various needs within the Medical Education Technology team, enhancing data accessibility and decision-making
- Contributed to the web development of Orthopedia.com on the Intellum platform, ensuring robust functionality and user-friendly design
- Authored and executed Python scripts to migrate data across platforms, primarily aiding the customer success team with Planhat data migration
- Collaborated effectively with cross-functional teams to ensure clear communication and alignment on project objectives
WiSER Research Assistant
Florida Gulf Coast University
Fort Myers, FL
08.2023 - 08.2024
- Designed and implemented a federated learning architecture to enable privacy-preserving AI solutions for real-world healthcare datasets across institutions.
- Conducted literature review and technical analysis of state-of-the-art federated learning methods, with a focus on their applicability to medical and clinical data.
- Collaborated with international researchers to document and explore novel approaches, integrating concepts from bio-inspired computing to improve model generalizability in distributed healthcare environments.
Undergraduate Research Assistant
Florida Gulf Coast University
Fort Myers, Florida
02.2023 - 09.2023
- Developed machine learning and deep learning models optimized for edge devices using real-time sensor data.
- Collected, cleaned, and analyzed data from Arduino and other microcontrollers to train and evaluate neural networks.
- Programmed and deployed lightweight models for real-time data processing and classification on embedded systems.
Teaching Assistant
Florida Gulf Coast University
Fort Myers, FL
08.2022 - 12.2022
- Facilitated learning in introductory C++ programming, emphasizing foundational concepts, coding best practices, and problem-solving techniques.
- Provided personalized support through office hours and one-on-one sessions, helping students explore different learning strategies and build confidence in programming.
- Reinforced understanding of core computer science principles through peer instruction, debugging support, and collaborative problem-solving.
Education
Bachelor of Science - Software Engineering
Florida Gulf Coast University
Fort Myers, FL05.2024
Skills
- Data Analysis
- Data Visualization
- Power BI
- Databricks
- Machine Learning
- TensorFlow/Keras
- Python
- SQL
- HTML/CSS
- JavaScript
- C
- Microsoft Office
Projects
- Collected real-time environmental data (e.g., humidity, wind speed, acceleration) using ESP32 microcontrollers and a variety of sensors.
- Transmitted sensor data wirelessly to an AWS-hosted InfluxDB instance for centralized storage and analysis.
- Visualized live data streams using Grafana dashboards, enabling real-time monitoring and insight generation.
- Deployed sensor systems across diverse environments for use cases such as storm probes and remote structural monitoring.
Research Publications
- Marin Machado de Souza R, Holm A, Biczyk M, de Castro LN. A Systematic Literature Review on the Use of Federated Learning and Bioinspired Computing. Electronics. 2024; 13(16):3157. https://doi.org/10.3390/electronics13163157
- Marin Machado de Souza, Rafael & Holm, Andrew & Biczyk, Marcio & De Castro, Leandro. (2024). Healthchain - Bidimensional Blockchain for Collaborative and Secure Deep Learning in Healthcare.
Timeline
Learning Program Data Analyst
Arthrex
09.2024 - Current
Data Analytics Intern
Arthrex
06.2024 - 09.2024
WiSER Research Assistant
Florida Gulf Coast University
08.2023 - 08.2024
Undergraduate Research Assistant
Florida Gulf Coast University
02.2023 - 09.2023
Teaching Assistant
Florida Gulf Coast University
08.2022 - 12.2022
Bachelor of Science - Software Engineering
Florida Gulf Coast University
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