Who is Eric He? Overview
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Quick answer
Eric He is listed as Software Engineer Intern at LinkedIn, based in Greater Seattle Area, United States, United States. AeroLeads shows a matched LinkedIn profile for Eric He.
Eric He previously worked as Research Intern at Machine Learning, Perception, And Cognition Lab (Mlpc) and Software Engineer Intern at Newsbreak. Eric He holds Bachelor Of Science - Bs, Computer Science from Stanford University.
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LinkedIn
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Profile bio
About Eric He
Full stack developer passionate about integrating machine learning into real-world applications and imagining new ways to solve large-scale issues.
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4 roles
Eric He work experience
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Research Intern
Current
Machine Learning, Perception, And Cognition Lab (Mlpc)
- Improved Vision-Language-Action transformer models, guided by Dr. Zhuowen Tu (UC San Diego).
- Created a data pipeline with PyTorch/TensorFlow to train and finetune models with 20+ datasets.
- Developed custom transforms for data augmentation to create 1M+ additional training trajectories.
- Finetuned the OpenVLA model using Low Rank Adaptation (LoRA).
- Evaluated model performance using SimplerEnv, a simulator for robotic manipulation tasks.
Jun 2024 - Present
Software Engineer Intern
- Designed/implemented end-to-end system to generate moderative comments on videos from scratch.
- Using the OpenAI API, generated comments with token-efficient prompts that saved 35% in costs.
- Built a RESTful MongoDB/Python service to scout for content and manage 100+ user profiles.
- Utilizing Jenkins for CI/CD, deployed service Docker image to Kubernetes 5x daily.
- Leveraged Apache Airflow to manage scheduling and task flow, enabling 500+ comments per day.
- Provided an easy-to-use interface for management/customization through a Flask service.
Jun 2023 - Sep 2023
Software Engineer Intern
Wormpex Ai Research
- Trained Vision Transformer (ViT)-based image classification models using PyTorch across multiple CUDA GPUs.
- Wrote custom CUDA kernel in C++ to optimize training time by up to 25% across different model architectures.
- Programmed with BeautifulSoup, scraping webpages to construct six datasets totaling over 100,000 images.
- Tuned model hyperparameters and adjusted data to outperform the first-week prototype accuracy by 200%.
Jul 2022 - Sep 2022
2 education records
Eric He education
Bachelor Of Science - Bs, Computer Science
Stanford University
Education record
Bellevue High School
FAQ
Frequently asked questions about Eric He
Quick answers generated from the profile data available on this page.
What company does Eric He work for?
Eric He works for LinkedIn.
What is Eric He's role at LinkedIn?
Eric He is listed as Software Engineer Intern at LinkedIn.
Where is Eric He based?
Eric He is based in Greater Seattle Area, United States, United States while working with LinkedIn.
What companies has Eric He worked for?
Eric He has worked for Linkedin, Machine Learning, Perception, And Cognition Lab (Mlpc), Newsbreak, and Wormpex Ai Research.
How can I contact Eric He?
You can use AeroLeads to view verified contact signals for Eric He at LinkedIn, including work email, phone, and LinkedIn data when available.
What schools did Eric He attend?
Eric He holds Bachelor Of Science - Bs, Computer Science from Stanford University.
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