GARRETT ISAACS
Riverside,CA
Summary
Experienced Software Engineer specializing in data science with a strong foundation in project management and team leadership. Expert in transforming complex data into actionable insights and improving operational efficiencies. Demonstrates a robust analytical skill set with a proven track record in optimizing processes and driving strategic decisions. Committed to leveraging data to enhance business outcomes and operational success.
Overview
8
8
years of professional experience
Work History
Founder and CEO
Frozen Ocean LLC
10.2022 - Current
- Founded and led a startup specializing in digital entertainment, driving the project from inception to the successful development of a minimum viable product.
- Proactively enhanced technical proficiencies by refining areas of software development previously unexplored in professional roles, particularly focusing on asynchronous task management and data object handling, and rendering optimization techniques.
- Designed and implemented custom data structures that functioned as dynamic, non-traditional databases, universally accessed across the software to ensure seamless data flow and integrity.
- Practiced rigorous self-management and accountability in project milestones, engaging with a professional community Discord with daily tasks and future objectives.
- Explored newer areas of game AI decision-making, leveraging my data science education to integrate sophisticated weighted algorithms that enhance enemy behavior.
- Developed strong partnerships with other businesses to allow for collaboration and more significant opportunities for growth.
Lead Unity Developer
Dynamic Augmented Solutions
01.2020 - 08.2022
- Designed and developed custom augmented reality (AR) applications according to client specifications, focusing on creating immersive and interactive user experiences.
- Gained expertise in spatial tracking and object manipulation, enhancing virtual-to-real-world interactions through advanced AR techniques.
- Led projects from conception through completion, ensuring that all client requirements were met while maintaining high standards of quality and performance.
- Established robust documentation and reporting practices to enhance communication with clients and team members, improving project transparency and workflow efficiency.
- Implemented sophisticated AR projects utilizing a range of technologies including computer vision, image tracking, remote databases, server-client communication, and Lidar-based meshing to deliver comprehensive solutions that meet diverse client needs.
Data Engineer
Pinpointe
02.2017 - 06.2019
- Enhanced the database schema and optimized SQL queries to significantly improve site performance, ensuring faster data retrieval and processing.
- Achieved a 50% reduction in the execution time of a critical query by eliminating unnecessary joins; implemented triggers and utilized bitwise logic to streamline data updates and access.
- Conducted thorough analysis of slow query logs on production servers; identified and resolved issues to enhance site functionality and user experience.
- Developed and integrated new analytics features to enable users to effectively measure the success of their campaigns, facilitating data-driven decision making.
Junior Data Engineer
Melissa Data
05.2016 - 02.2017
- Designed and implemented tools to enhance the data quality team's ability to manage and integrate data from diverse sources, improving overall data integrity and usability.
- Developed an innovative tool that bridged the gap between flat and relational databases by automatically populating missing information in relational databases, enhancing data completeness and accuracy.
- Significantly improved the efficiency of database updates; reduced the update process duration from 3 days to 24 hours by converting a traditional stored procedure into a more efficient tool using bulk update techniques.
Education
Masters in Computational Data Sciences with an emphasis in Analytics and Applied Mathematics -
Chapman University, Schmid College of Science and Technology
Orange, CA01.2019
Bachelors in Computer Science -
Chapman University, Schmid College of Science and Technology
Orange, CA01.2016
Skills
- C#, Python, C, Java,
- SQL and NoSQL database structure and query comprehension
- MongoDB, SQLite, MySQL, Cassandra,
- Pandas, Numpy, Matplotlib, TensorFlow, Keras
- Unity3D, Jypiter Notebook, Matlab, R, Obsidian
- GitHub
- Statistical Analysis, Predictive Modeling, DataMining
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline
Founder and CEO
Frozen Ocean LLC
10.2022 - Current
Lead Unity Developer
Dynamic Augmented Solutions
01.2020 - 08.2022
Data Engineer
Pinpointe
02.2017 - 06.2019
Junior Data Engineer
Melissa Data
05.2016 - 02.2017
Masters in Computational Data Sciences with an emphasis in Analytics and Applied Mathematics -
Chapman University, Schmid College of Science and Technology
Bachelors in Computer Science -
Chapman University, Schmid College of Science and Technology
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