Eric-seu
PhD Candidate
Summary
🤩
RockstarPhD Candidate with five years of experience focused on computer vision and deep learning, positioning themselves between academic research and applied ML engineering. Although formal work history is sparse, their GitHub bio indicates completion of a PhD in CV and DL, suggesting deep expertise in model development, evaluation, and novel vision architectures. They bring a researcher's rigor to problem framing and experimentation, and likely have hands-on experience prototyping and iterating on complex neural networks. Comfortable translating cutting-edge papers into reproducible code, they blend theoretical depth with practical implementation skills that are valuable for R&D or ML-first product teams.
5 years of coding experience
Github Skills (23)
pytorch10
distributed-training10
parallel10
python10
machine-learning10
industrial10
reinforcement-learning10
deep-learning10
tensorflow10
neural-network10
paddlepaddle10
scalability10
julia5
mutation5
javascript5
Programming languages (1)
Github contributions (2)
PaddlePaddle/Paddle
Nov 2020 - Aug 2024
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Contributions:1 review, 2 PRs, 1 comment in 3 years 9 months
pytorchpythonparalleldeep-learningpaddlepaddle
apache/mxnet
Oct 2020 - Oct 2020
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Contributions:1 issue in 1 day
pythonschedulerdataflowmutationdata-science
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