Machine Learning Engineer

Carl Yahata-Pettersson

Pleasanton, CA ********@****.*** 925-***-****

https://www.linkedin.com/in/carl-yahata-pettersson-891905154/ Education

UC Santa Cruz Santa Cruz, CA

BS Computer Science and Statistics GPA: 3.5 Sep 2017 - December 2020 Work Experience

Kodak San Francisco, CA

Machine Learning Intern June 2019 - September 2019

• Developed an unsupervised learning model to find the optimal events and moments for a user's selected photos. Utilized recent research in clustering and time series analysis to develop the most accurate results.

• Created a deep learning supervised model to identify Kodak moments with 97% accuracy within the optimal moments, and ultimately pick the highest scoring images for inclusion in a multi-photo book layout

• Both models were implemented in iOS app (Swift/Objective-C) and Android app (Android Studio, Tensorflow)

Zoho Corporations Pleasanton, CA

Software Engineering Intern July 2018 - September 2018

• Created a Zoho CRM extension with HouseCanary, a company that deals with real estate data and analytics. Developed a web application (CSS/Javascript/HTML) that allows real estate agents to organize all of their clients in an interface and suggest houses based on their client’s personal information and interests

• Utilized the REST API to upload and retrieve data from HouseCanary and integrate it within the CRM. Used D3.js for data visualization

UC Berkeley California Institute for Quantitative Biosciences Berkeley, CA Programming Intern June 2016 - December 2016

• Responsible for medium throughput automation protocols (mainly iPSC cells) in both Javascript/JSON and Python under the Provision of Dr. Mary West, manager of the QB3 facility Santa Cruz Artificial Intelligence Club Santa Cruz, CA Vice President September 2019 - current

• Organize weekly tutorials, meetings, guest speakers, and company events

• Create an outlet for students to prepare for undergraduate research and summer internships. Creative Coding Lab UCSC Jack Baskin School of Engineering Data Science Researcher October 2019 - present

• Incoming researcher in machine learning and data visualization UC Santa Cruz Santa Cruz, CA

Computer Science Tutor January 2019 - April 2019

• Data Structures and Algorithms Tutor

Mathnasium Pleasanton, CA

Math Tutor September 2015 - August 2017

• Tutored students of all grade levels in mathematics (up to Calculus) by utilizing teaching materials and techniques based on the Mathnasium Method Skills

Languages/Packages: Tensorflow, Keras, Scikit Learn, Java, R, Swift/Objective-C, CSS/Javascript/HTML, SQL Relevant Coursework: Data Structures & Algorithms, Analysis of Algorithms, Classical & Bayesian Inference Misc: Probability Theory, AI/ML, Computer Graphics, Functional Programming