Yichen Zhao

Yichen Zhao Email and Phone Number

Teaching Assistant @ The University of Texas at Dallas
Richardson, TX, US
Yichen Zhao's Location
Richardson, Texas, United States, United States
Yichen Zhao's Contact Details

Yichen Zhao personal email

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Yichen Zhao phone numbers

About Yichen Zhao

I am a PhD student at the University of Texas at Dallas majoring in Computer Science. I have a strong academic background in mathematics and computer science, and extensive coding experience using Python, C/C++, Javascript, etc. I would like to combine my academic background and programming skills to solve real-world problems in the computer science industry. My current research focus is applying machine learning techniques to cybersecurity-related tasks, and I am also interested in deep learning and generative modeling in a more general context. Competencies:- Python-related skills: Statsmodels, NumPy, Pandas, Plotly, Scikit-learn, OpenCV, PyTorch, Gensim, SpaCy, Flask, Streamlit, BeautifulSoup, Airflow, PySpark, MLflow, Docker, Kubernetes, Metaflow, Evidently- Non-Python programming skills: MySQL, PostgreSQL, MongoDB, JavaScript, HTML, CSS, Java, Git, DVC, C/C++, Unix- ML-related skills: A/B Testing, Time Series Analysis, Deep Learning, Reinforcement Learning, Optimization Theory

Yichen Zhao's Current Company Details
The University of Texas at Dallas

The University Of Texas At Dallas

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Teaching Assistant
Richardson, TX, US
Yichen Zhao Work Experience Details
  • The University Of Texas At Dallas
    Teaching Assistant
    The University Of Texas At Dallas
    Richardson, Tx, Us
    View
  • The University Of Texas At Dallas
    Teaching Assistant
    The University Of Texas At Dallas Aug 2023 - Present
    Richardson, Texas, United States
    Courses: CS4347 Database Systems, CS6313 Statistical Methods in Data Science
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  • Dagshub
    Data Scientist
    Dagshub Oct 2022 - Jun 2023
    Remote
    (Project) Next Word Prediction• Boosted next word prediction performance by 57.6% utilizing MLOps tools to systematically track experiments, identify optimal model architectures, and promote reproducibility. Operationalized top performing LSTM model into production through CI/CD pipelines, delivering low-latency API responses.• Coached Dagshub users to adopt MLOps best practices by authoring tutorial with 500+ views on incorporating model tracking, automation, and monitoring into machine learning workflows.(Project) Snowflake x Dagshub• Forged integration between Dagshub tracking and Snowflake databases enabling seamless tracking of SQL queries and table artifacts using Git and DVC. Authored a blog post read by 700+ Dagshub users detailing how to leverage Dagshub tracking features with cloud-hosted databases on Dagshub.(Project) YOLO-formatted Annotation Transfer• Streamlined rendering of image annotations in Dagshub repositories by building an automated pipeline to convert YOLO-formatted object detection into visual overlays, reducing processing time by 80% compared to existing tools.
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  • Georgia Institute Of Technology
    Teaching Assistant
    Georgia Institute Of Technology Jan 2019 - May 2020
    Atlanta, Georgia, United States
    • Set up and led discussion sessions both in person and through Zoom to answer questions from students for courses: Real Analysis, Complex Analysis, Probability Theory. • Graded assignments and exams after communicating with professor of each course on grading rubrics.
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Yichen Zhao Education Details

Frequently Asked Questions about Yichen Zhao

What company does Yichen Zhao work for?

Yichen Zhao works for The University Of Texas At Dallas

What is Yichen Zhao's role at the current company?

Yichen Zhao's current role is Teaching Assistant.

What is Yichen Zhao's email address?

Yichen Zhao's email address is yi****@****ade.com

What is Yichen Zhao's direct phone number?

Yichen Zhao's direct phone number is +1 415-513*****

What schools did Yichen Zhao attend?

Yichen Zhao attended The University Of Texas At Dallas, University Of San Francisco, University Of Pennsylvania, Georgia Institute Of Technology.

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