Renwen Cui

Renwen Cui

Computer Vision Engineer @ Aemass, Inc.

About

I am analytical and dedicated individual with hands-on experience in optical engineering, machine learning and signal processing. I am capable of researching and designing color image processing, computer vision, video quality assessment, and cutting-edge AI-powered computational photography algorithms as well as performing characterization, analysis, modeling, and simulation of imaging systems. Skilled in developing encoder-decoder models with skip-connections, performing image augmentation, implementing error metrics and computed models, eliminating gaussian noise from noisy fluorescent video, and devising ultrafast optical imaging systems. In-depth knowledge of machine learning concepts and algorithms, image quality tuning, color imaging, and experiment process documentation. I tackle life and career management scenarios with meticulous strategies based on my expertise in the following areas: ♦ Denoising & Deblurring ♦ Monocular Depth Model ♦ Optical Flow Processes ♦ Image Quality & Processing ♦ Computational Optics & Imaging ♦ Computer Vision ♦ Digital Signal Processing ♦ Artificial Neural Network ♦ Ultrafast Optical Imaging System ♦ New Imaging Experimental Layout ♦ Lens Distortion & Binocular Camera Calibration Connect with me today to find out how I’ll make your mission my mission, to help bring ALL of your business objectives into focus!

Country

United States

City

San Diego

Industry

Computer Software

Skill

Python (Programming Language), MATLAB, C++, C (Programming Language), Machine Learning, PyTorch, TensorFlow, Image Quality & Processing, Computer Vision, Artificial Neural Networks, Ultrafast Optical Imaging System , Optimization, Monocular Depth Model , Denoising & Deblurring

Experience

Aemass, Inc.

Computer Vision Engineer

Aemass, Inc.

LinkedIn
2022-6 - Present · 4 yrs 4 mos

San Diego, California, United States

Working on ML 3D reconstruction.

University of Wisconsin-Madison

Project Lead (Monocular Depth Estimation)

University of Wisconsin-Madison

LinkedIn
2021-5 - 2021-8 · 4 mos

Madison, Wisconsin, United States

● Developed encoder-decoder model with skip-connections using Utilized PyTorch and TensorFlow for depth estimation given single RGB image, which enhanced accuracy to 94%. ● Increased estimated accuracy by designing and implementing SSIM loss instead of pixel-wise L1 loss. ● Leveraged color inpainting algorithm and performed image augmentation for resolving 60K+ images for indoor and outdoor scenes with invalid pixel values. ● Assessed and managed monocular depth model performance by utilizing error metrics and computed model complexity and computation time for training.

Huazhong University of Science and Technology

Project Lead (Ultrafast Optical Imaging System)

Huazhong University of Science and Technology

LinkedIn
2018-4 - 2019-5 · 1 yr 2 mos

Wuhan, Hubei, China

● Built and executed ultrafast optical imaging system with high temporal resolution of 48fs and sensitivity of 10-5. ● Predicted intensity decay of imaging system through the development and launch of regression model. ● Created and implemented new experimental layout to optimize SNR of ultrafast optical imaging system.

Education

University of Wisconsin-Madison

University of Wisconsin-Madison

LinkedIn

Machine Learning and Signal Processing

Huazhong University of Science and Technology

Huazhong University of Science and Technology

LinkedIn

Laser and Optical Engineering

Renwen Cui's Contact Information

Email

******@***.com

Phone

(**) *** ****

Find the Right Leads
Find Verified Contact Data

Try with: Jensen Huang @ nvidia.com Click to autofill
LeadContact awards, five-star ratings, and GDPR compliance badges

What LeadContact does well

Find verified emails, phone numbers, and decision-makers with 98% accuracy.

Find Leads

Find Leads

Find the right people by company, role, industry, location, and more.

925M+ professional profiles

Find Leads
Find Emails

Find Emails

Access verified email addresses for your target contacts.

657M+ emails

Find Emails
Find Phone Numbers

Find Phone Numbers

Get cross-validated phone data from multiple top sources.

239M+ phone numbers

Find Phone Numbers

More Accurate. Lower Cost.

Find contact data in 1 tool with 98% accuracy

LeadContact integrates leading enrichment tools to deliver more accurate contact data—without paying for each one.

LeadContact Logo
Competitor Tools

All these = $289 per month

Great conversations start with the right contact.

It’s time to find yours.