I am a graduate student completing an M.S. in Computer Science at the University of Illinois at Urbana-Champaign. I graduated with a B.S. in Information Sciences from UIUC in May 2024. I am passionate about using data science, visualization, and computer vision for software development across domains by developing cloud-based platforms or applications. I am currently applying my skills to agricultural technology innovations.In my undergraduate career, I've held five different professional and academic positions. Most recently, I was an Undergraduate Research Assistant for Dr. Kaiyu Guan's lab and Course Assistant (CA) for STAT107: Data Science Discovery. I worked for State Farm Labs as a SWE Intern on the Computer Vision team (Summer 2023). During the 2022-2023 school year, I was a Data Engineer Intern at HabiTerre in addition to STAT107 CA responsibilities. Before that, I was a Data Science Intern at Reveal (Summer 2022). Experienced with programming using Python, JavaScript, SQL, C++ and PHP in that order of comfort. Familiar with AWS Lambda, API Gateway, S3, EC2, RDS, SageMaker, ECR, Beanstalk, and some of the Azure equivalents.
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Devops EngineerHabiterreChicago, Il, Us -
Graduate Research AssistantAgroecosystem Sustainability Center Aug 2024 - PresentChampaign, Illinois, United States -
Full Stack EngineerHabiterre May 2024 - Aug 2024Chicago, Illinois, United States
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Undergraduate Research AssistantAgroecosystem Sustainability Center Sep 2023 - May 2024Champaign, Illinois, United States- Developed physics-based “digital twin” crop simulations and visualizations in NVIDIA Omniverse under the guidance of Prof. Kaiyu Guan- Added functionality and updated styles for the Agroecosystem Sustainability Center (ASC) website- Improved an N2O web application tool
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Course Assistant - Data Science DiscoveryUniversity Of Illinois Urbana-Champaign Aug 2022 - May 2024Champaign, Illinois, United StatesIn the Fall 2023 and Spring 2024 semesters, I:- Developed additional content for DISCOVERY's Mastery Platform @ https://mastery.cs.illinois.edu/- Guided weekly lab sessions and office hours providing coursework and technical assistance In the Fall 2022 and Spring 2023 semesters, I: - Guided weekly lab sessions and office hours providing coursework and technical assistance for over 1200 students- Wrote and/or maintained 14 weekly Jupyter-based notebook labs that teach data science concepts through practical applications of Pandas and sk-learn to UIUC datasets -
Software Engineer - Computer Vision TeamState Farm May 2023 - Aug 2023Chicago, Illinois, United States- Constructed an end-to-end web application to showcase 4 computer vision models, enabling user interaction, image upload, processing, and dynamic display of results for image classification, object detection, and image captioning- Collaborated with 6 engineers and data scientists to design cloud-based back-end processing for variouscomputer vision models via POST requests. The solution integrated AWS SageMaker, Lambda, and API Gateway- Built front-end UI using ReactJS and customized MUI components, deploying to dev and prod environments -
Data EngineerHabiterre Nov 2022 - May 2023Champaign, Illinois, United States- Developed Python-based backend utilizing Flask API requests to facilitate data interactions, authenticate user permissions, and populate HabiTerre's carbon emissions analysis web platform- Designed and scripted the population of an AWS RDS relational database of historical agricultural and geometrical data for over 26 million U.S. fields- Modified over 12 unique data visualizations on the front end of a React platform to showcase particular field-level and shed-level carbon, crop management, and field data
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Data Science InternReveal-Brainspace May 2022 - Aug 2022Chicago, Illinois, United States- Prototyped the adaptation of a TensorFlow BERT fine-tuning ML pipeline from AzureML to AWS SageMaker by integrating AWS S3, EC2, and ECR functionalities- Trained and optimized over 10 different deep-learning NLP MBERT model themes, resulting in average increases in model precision, recall, and F1 score when comparing new MBERT models to the prior SVM versions (5% F1 Improvement) - Utilized Python to generate visual analytics such as heatmaps to evaluate the performance of various NLP model scores -
Shift Supervisor, Store ClerkUniversity Of Illinois Urbana-Champaign Sep 2021 - May 2022Illinois, United States- Responsible for managing up to 12 employees on a shift-by-shift basis- Served 50+ hourly student customers using Point-Of-Sale systems- Stocked triweekly shipments of 400+ different items- Trained new employees in accordance to store and COVID protocols
Evan Chen Education Details
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Computer Science
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Computer And Information Sciences
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Northside College Preparatory High SchoolHigh School Diploma
Frequently Asked Questions about Evan Chen
What company does Evan Chen work for?
Evan Chen works for Habiterre
What is Evan Chen's role at the current company?
Evan Chen's current role is DevOps Engineer.
What schools did Evan Chen attend?
Evan Chen attended University Of Illinois Urbana-Champaign, University Of Illinois Urbana-Champaign, Northside College Preparatory High School.
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