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Doris Duan

Doris Duan

Expert in computer vision data labeling, processing and training

USA flagCupertino, Usa
$30.00/hrExpertAws SagemakerData Annotation TechGoogle Cloud Vertex AI

Key Skills

Software

AWS SageMakerAWS SageMaker
Data Annotation TechData Annotation Tech
Google Cloud Vertex AIGoogle Cloud Vertex AI
OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)

Top Subject Matter

Person reidentification in meeting
Image classification
Object detection

Top Data Types

AudioAudio
ImageImage
VideoVideo

Top Task Types

Classification
Evaluation Rating
Fine Tuning
Object Detection
Tracking

Freelancer Overview

An expert in video processing. I processed meeting videos and labeled person IDs for participants' upper body detections in meeting videos, and trained person reid models to track same person among different camera views. I labeled phone calls as being "human" or "recording" and trained a chatbot/human voice detection model to automatically answer medical phone calls.

ExpertEnglishChinese Mandarin

Labeling Experience

No Data Labeling experience added

Doris D. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

C

Carnegie Mellon University

Master of Science, Artificial Intelligence and Innovation

Master of Science
2019 - 2021
U

University of Wisconsin-Madison

Bachelor of Science, Computer Science

Bachelor of Science
2017 - 2019

Work History

Z

Zoom Video Communications, Inc.

Video Processing Algorithm Engineer

San Jose
2021 - Present