Ryan Arredondo
Senior Software Engineer at Color- Claim this Profile
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English Native or bilingual proficiency
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German Limited working proficiency
Topline Score
Bio
Credentials
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Practical Predictive Analytics: Models and Methods
University of Washington on CourseraDec, 2016- Nov, 2024 -
Communicating Data Science Results
University of Washington on CourseraSep, 2016- Nov, 2024 -
Data Science at Scale: Systems and Algorithms
University of Washington on CourseraAug, 2016- Nov, 2024 -
Linux Foundation Certified System Administrator
The Linux FoundationDec, 2016- Nov, 2024
Experience
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Color
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United States
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Public Health
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300 - 400 Employee
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Senior Software Engineer
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Jan 2022 - Present
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Software Engineer
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May 2021 - Jan 2022
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Beatport
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United States
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Musicians
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100 - 200 Employee
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Software Engineer (Backend)
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May 2018 - May 2021
I've contributed to many parts of the business across many different tech stacks. I mainly develop on our REST API (Django, DRF) to support a large catalog of internal and external products. I played a large role in moving our main e-commerce store (Flask, React) to use our new REST API, facilitating our migration from physical hardware to Google Cloud. I helped re-architect our legacy ingestion pipeline to bring it up to current standards and give it a modern infrastructure (Docker, K8s, Helm) with tooling in Google Cloud (GCS, Google Pub/Sub, Google Datastore). Show less
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Siemens
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Germany
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Automation Machinery Manufacturing
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700 & Above Employee
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Python Developer
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Oct 2017 - Dec 2018
I acted as the sole technical owner of a project to reduce electricity costs for commercial HVAC systems. By collecting data and creating linear models for the system in numpy, I was able to determine coefficients for efficient valve configuration. I used pandas, numpy, and matplotlib to analyze trend data and evaluate the models for accuracy. In some cases, the models reduced building electricity costs by 30-40%. I acted as the sole technical owner of a project to reduce electricity costs for commercial HVAC systems. By collecting data and creating linear models for the system in numpy, I was able to determine coefficients for efficient valve configuration. I used pandas, numpy, and matplotlib to analyze trend data and evaluate the models for accuracy. In some cases, the models reduced building electricity costs by 30-40%.
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University of Colorado Denver
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United States
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Higher Education
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700 & Above Employee
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Lecturer in Mathematics
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Jan 2015 - Dec 2017
I was challenged on a daily basis to communicate technical topics in mathematics and statistics to a diverse student body. I engaged my students through the creation of new and appealing course content and assignments for biweekly lectures. I maintained good organization and time management to quickly grade student assignments and shorten the assignment feedback loop to facilitate my students' understanding. According to one of my students on RateMyProfessors.com: "He makes you understand math. I'm pretty weak at math but after taking this course, I can see the huge difference." Show less
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Self-Employed
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Denver, CO
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Freelance Python Developer
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Sep 2016 - Sep 2017
I have experience with many third-party Python libraries including NumPy, Pandas, matplotlib, Scrapy, Flask, scikit-learn, IPython, pymongo, and much of the Python Standard Library. In a recent project, I built an API for pulling data on federal financial institutions from the FFIEC SOAP servers. Previously, I rewrote and optimized an XML-parsing / CSV-creating script with a 70% decrease in run-time and built a web app interface in Flask that is hosted on Amazon Web Services and Google Cloud. I've also implemented some advanced machine learning algorithms in Python, for example, a neural network used to classify images with 98% success. Each of these projects can be accessed on my GitHub: http://github.com/rarredon. Show less
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Community College of Denver
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United States
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Higher Education
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400 - 500 Employee
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Coordinator of Math Tutoring
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Aug 2015 - May 2016
I coordinated and facilitated professional relationships between math tutors and students to ensure that educational goals were met. I was responsible for the hiring and scheduling of 25+ tutors while staying under a $100k+ annual budget. I arranged bi-monthly meetings for professional development purposes.
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Adjunct Professor of Mathematics
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Aug 2014 - May 2016
Responsibilities were similar to the Lecturer in Mathematics role at CU Denver (see description above).
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University of South Florida
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United States
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Higher Education
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700 & Above Employee
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Research Assistant (Mathematics)
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May 2010 - Aug 2014
I designed algorithms to compute technical mathematical properties of graphs with applications in the study of DNA recombination. I implemented these algorithms in Python, JavaScript and C, and used the generated output from these programs to formulate conjectures about the mathematical properties. While some of these conjectures remain open, I was able to prove several of them using advanced mathematical logic. I have documented most of this work in my Master's thesis. I also gave talks at several conferences and I met regularly with fellow researchers at USF to collaborate and discuss current progress. Show less
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Calculus Peer Leader and STEM Center Tutor
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Jan 2009 - May 2012
I met weekly with a Calculus class to lead them through an inquiry-based learning activity. I provided tutoring services in math and science available to all University students on a walk-in basis.
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CAE
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Canada
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Aviation and Aerospace Component Manufacturing
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700 & Above Employee
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Continuous Improvement Analyst
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Nov 2010 - Aug 2013
I created tools (in VBA and Python) to collect data from company processes and automate the creation of charts to detect anomalies and/or signs of an unstable process. I developed software to conduct internal audits on time-sheet reporting for 500+ employees. I served as resource to engineers by assisting with advanced mathematical equations and methods. I created tools (in VBA and Python) to collect data from company processes and automate the creation of charts to detect anomalies and/or signs of an unstable process. I developed software to conduct internal audits on time-sheet reporting for 500+ employees. I served as resource to engineers by assisting with advanced mathematical equations and methods.
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Education
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University of South Florida
Master of Arts (M.A.), Mathematics -
University of South Florida
Bachelor of Arts (B.A.), Mathematics