Alvin P.
AI Engineer | ML@CMU | CS@Columbia | Actively pursuing full time AI&ML Engineering, SWE and data science opportunities, Personal Website: qp2134.wixsite.com/alvinpan
Updated 8 months ago
6+
Years Experience
13
Roles
35
Skills
2
Education
About
Building world model for AI & robotic learning Pls feel free to message me on LinkedIn chat or [email protected] if you are interested in hiring me or working together ;)
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Experience (13 roles)
AI Engineer
CurrentSkills: Python (Programming Language) · Medical Imaging · C++ · Computer Science · CUDA
Full Stack ML Engineer
CurrentBuilding LLM/RAG Agent for power integrity devices Skills: Python (Programming Language) · HTML · Natural Language Processing (NLP) · Computer Science · JavaScript · PyTorch · Microsoft Azure
Machine Learning Researcher
Leading video-based agents for AI neurosurgery project Skills: Computer Science
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Education (2)
Columbia University
Sep 2021 - May 2023
Activities and societies: Research Engineer under Prof. Krzysztof Choromanski RL Lab assistant under Prof. Matei Ciocarlie and Prof. Shuran Song (Amazon) Christian Union Lumine Skills: Natural Language Processing (NLP) · C++ · Image Processing · Data Visualization · Algorithms · Git · OpenCV · Computer Science
Carnegie Mellon University
2019 - 2021
Activities and societies: PhD level ML/Deep reinforcement learning Research & Teaching Skills: PyTorch · TensorFlow · Algorithms · Machine Learning · Statistical Modeling · Git · Computer Science · Data Visualization
Skills (35)
Certifications (3)▼
CITI Good Clinical Practice Course
CITI Program
IRB Member
CITI Program
Biomedical Researcher (Faculty)
CITI Program
Publications (5)▼
Efficient Graph Field Integrators Meet Point Clouds
ICML 2023 · Feb 2, 2023
Sampling Through the Lens of Sequential Decision Making
Aug 17, 2022
Decision Making for Human-in-the-loop Robotic Agents via Uncertainty-Aware Reinforcement Learning
ICRA 2024 · Mar 12, 2023
Variations in Non-Pharmaceutical Interventions by State Correlate with COVID-19 Disease Outcomes
Jul 31, 2021
Implicit Two-Tower Policies
ICLR 2024 · Oct 25, 2023
Volunteer Experience (2)▼
Volunteer
ADRA Australia
Dec 2016 - Jan 2017 · 2 mos
Volunteer
ADRA Australia
Dec 2015 - Jan 2016 · 2 mos
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