Donglei Cai

Donglei Cai Email and Phone Number

Computer Vision @ Emancro @ Emancro
Donglei Cai's Location
Oakland, California, United States, United States
Donglei Cai's Contact Details

Donglei Cai work email

Donglei Cai personal email

n/a
About Donglei Cai

ML engineer interested in computer vision and financial trading.

Donglei Cai's Current Company Details
Emancro

Emancro

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Computer Vision @ Emancro
Donglei Cai Work Experience Details
  • Emancro
    Founding Computer Vision Engineer
    Emancro Jul 2022 - Present
    Berkeley, California, United States
    Develop intelligent robots that automate various logistics tasks in hospitals
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  • University Of California, San Francisco
    Undergraduate Student Researcher
    University Of California, San Francisco Jan 2022 - Present
    • Worked in Tison Lab on exploring self-supervised pre-training strategies for echocardiogram classification models• Aimed to achieve what cardiologists can't do, which is diagnosing Diastolic Dysfunction through echocardiograms only
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  • Riselab
    Undergraduate Student Researcher
    Riselab Jun 2021 - Present
    Berkeley, California, United States
    • Compared industry-standard super resolution model (DLSS) with current SOTA super resolution models on their effects on video games• Researched on 360°capture in VR (SIGGRAPH Asia 2022 submission)
  • Kaggle
    Competition Master
    Kaggle Apr 2021 - Present
    Highest rank: 763rd place out of 177000+ competitors• Kaggle Profile: https://www.kaggle.com/derekcai• BirdCLEF 2021 - Birdcall Identification Rank: 7/816• SIIM-FISABIO-RSNA COVID-19 Detection Rank: 20/1305• SETI Breakthrough Listen - E.T. Signal Search Rank: 27/768
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  • Saas Berkeley
    Education Advisor
    Saas Berkeley Jan 2022 - Present
    Berkeley, California, United States
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  • Saas Berkeley
    Education Director
    Saas Berkeley Jan 2021 - Dec 2021
    Berkeley, California, United States
    • Developed introductory data science/machine learning lessons and technical workshops for beginners• Taught weekly lessons and mentored students new to data science/machine learning and hosted workshops every semester
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  • Verizon
    Data Analyst
    Verizon Sep 2021 - Dec 2021
    Berkeley, California, United States
    • Conducted time series analysis on Berkeley’s user network and performed 24‐hour and 48‐hour forecasts of user network• Built an end-to-end XGBoost model pipeline that can automatically search for best hyperparameters given new time series data
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  • Dna Compass - Patient Advocacy At The Hub
    Data Consultant
    Dna Compass - Patient Advocacy At The Hub Jun 2020 - Sep 2020
    • Performed preliminary analysis on UK Biobank COVID-19 metadata for Covid clinical research by analyzing the correlation between genomics data and mortality rate across all races
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Donglei Cai Skills

Python Machine Learning Data Science Deep Learning Computer Vision

Donglei Cai Education Details

Frequently Asked Questions about Donglei Cai

What company does Donglei Cai work for?

Donglei Cai works for Emancro

What is Donglei Cai's role at the current company?

Donglei Cai's current role is Computer Vision @ Emancro.

What is Donglei Cai's email address?

Donglei Cai's email address is dc****@****ncro.ai

What schools did Donglei Cai attend?

Donglei Cai attended University Of California, Berkeley, Tabor Academy.

What skills is Donglei Cai known for?

Donglei Cai has skills like Python, Machine Learning, Data Science, Deep Learning, Computer Vision.

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