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Caleb Tian

Caleb Tian

Student Researcher

Followers of Caleb Tian416 followers
location of Caleb TianSugar Land, Texas, United States

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  • Timeline

  • About me

    B.S. Computer Science | University of Texas at Austin

  • Education

    • Dulles High School

      2019 - 2021
      4.0

    • The University of Texas at Austin

      2023 - 2026
      Bachelor of Science - BS Computer Science | Minor, Business 3.97/4.00

      Attività e associazioni:Association for Computing Machinery, Chinese Student Association, Intramural Volleyball

    • Texas Academy of Mathematics and Science @ UNT

      2021 - 2023
      Bachelor of Science - BS Computer Science

      Attività e associazioni:TAMSFormers Robotics, HOPE, Mu Alpha Theta, Artificial Intelligence Society GPA 3.99 / 3-time Dean’s List Recipient / Undergraduate Research Fellow

  • Experience

    • University of North Texas

      Nov 2021 - Jan 2023
      Student Researcher

      As part of the Mixer Lab, a computational neuropsychology research lab at UNT's College of Informatics, I helped develop the Virtual Environment Grocery Store (VEGS), an innovative and immersive virtual screening for age-based cognitive disorders like Alzheimer's disease to replace traditional paper and pencil tests.- Developed and tested VEGS alongside the research team with Unity and PlasticSCM- Helped collect, store, and analyze 30+ metrics from dozens of participants using electroencephalogram (EEG) software and a SQL database- Optimized memory and processor usage, increasing simulation framerate performance by over 50% Meno dettagli

    • Chevron

      Jan 2023 - Jan 2023
      Data Engineering Intern

      As part of the Chevron Surface Platform, I worked on the development of digital twin solutions to reduce facility downtime.- Developed 17 automated tests for Digital Twin functional testing using Python, Selenium, and the Behave BDD Framework- Leveraged cloud computing and deployment tools on Microsoft Azure to enable continuous deployment and test execution- Utilized Ansible roles to design a custom pipeline template, allowing expedited integration of automated testing for future projects and increasing software parity with other product lines Meno dettagli

    • Amazon Web Services (AWS)

      Jan 2024 - Jan 2024
      Software Development Engineer (SDE) Intern

      As a software development intern in AWS Identity and Access Management, I researched, designed, and implemented an internal tool to allow on-call engineers to intelligently explore and retrieve data from a non-relational datastore via an intuitive web interface. This overhaul for the existing CLI-based tool will speed up ticket resolution times, improve ease-of-use, and provide finer-grained access control in dealing with customer data.- Designed, implemented, and tested three new APIs connecting two services to the internal tool- Developed a clean, easy-to-use website interface that leaves room for future features and cross-team adoption- Worked with experienced engineers to incorporate industry frameworks and security best practices for resiliency and extensibility to future use cases Meno dettagli

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Caleb Tian
      HackTX Triple Award Winner Freetail Hackers, University of Texas at Austin Oct 2024 Triple award winner at HackTX 2024, UT Austin's annual premier hackathon with over 900 participants from across the nation. Brainstormed, designed, developed, and pitched a custom locally inferenced LLM-powered terminal using open source models and frameworks in order to lower the barrier of entry and ease the steep learning curve of users new to command line interfaces. Won 1st place awards for Best Use of LLMs and Best Pitch, and 3rd place for Best Use of Intel AI.
    • Awarded to Caleb Tian
      Amazon Future Engineer Amazon Apr 2023 Recipient of the 2023 Amazon Future Engineers scholarship program, which offers up to $40,000 for university expenses, a paid summer internship with Amazon, and access to mentoring resources.
    • Awarded to Caleb Tian
      National Champion, AWS DeepRacer Student League Amazon Web Services Jan 2022 Competed as part of a three-student team in the annual AWS Deepracer Competition (student league), an annual machine learning competition where teams race to train and submit a model to autonomously pilot a virtual racecar in a sophisticated digital environment.• Leveraged reinforcement learning: Tweaked hyperparameters over 100,000+ iterations using SageMaker and RoboMaker Python libraries; analyzed model performance through AWS cloud analytics tools• Placed first in both the… Show more Competed as part of a three-student team in the annual AWS Deepracer Competition (student league), an annual machine learning competition where teams race to train and submit a model to autonomously pilot a virtual racecar in a sophisticated digital environment.• Leveraged reinforcement learning: Tweaked hyperparameters over 100,000+ iterations using SageMaker and RoboMaker Python libraries; analyzed model performance through AWS cloud analytics tools• Placed first in both the qualifying round and the national grand finale; won $26,000 in total scholarships, school grants, and merchandise split amongst team members and UNT Department of Computer Science Show less

  • Volunteer Experience

    • Core Team Lead

      Issued by City of Refuge Reynosa on Mar 2020
      City of Refuge ReynosaAssociated with Caleb Tian