CV
General Information
Name | Jonathan Zamora |
Research Interests | Deep Reinforcement Learning, Robotics, Computer Vision, Machine Learning |
Current Interests | 3D Scene Representations for Robot Manipulation, Language-Guided Robotics |
Education
- 2020-2023
B.S. in Computer Science
University of California San Diego
- Advised by Prof. Xiaolong Wang
- Graduate Coursework: 3D Computer Vision (ML Meets Geometry)
- Undergraduate Coursework: Deep Learning, Computer Vision, AI Search and Reasoning, Statistical NLP, Computer Graphics, CSE Honors Thesis, Intro to CS Research, Algorithms, Advanced Data Structures, Statistical Methods
Honors and Awards
- 2021-2022
McNair Scholar
University of California San Diego
- 2022
California Louis Stoke Alliance for Minority Participation (CAMP) STEM Scholar
University of California San Diego
- 2021
Summer Undergraduate Research Experience Scholar at University of Southern California
University of Southern California
- 2020-2021
CSE Early Research Scholar (CSE ERSP) at UC San Diego
University of California San Diego
- 2020
Google Explore Computer Science Research (ExploreCSR) Scholar at UC San Diego
University of California San Diego
Experience
- 11/21-Current
Robot Learning Researcher
Xiaolong Wang Lab, University of California San Diego
- I work at the intersection of machine learning and robotics to solve challenging problems in the area of robot manipulation
- I have participated in the McNair Scholars Program and CAMP Scholars Program at UCSD under Prof. Xiaolong Wang's supervision
- 06/21-11/21
Natural Language Processing (NLP) Researcher
Intelligence and Knowledge Discovery (INK) Lab, University of Southern California
- I worked on commonsense reasoning for text generation with Large Language Models (LLMs)
- I participated in the USC Summer Undergraduate Research Experience (SURE) Program at USC under Prof. Xiang Ren's and Peifeng Wang's supervision
- 01/21-11/21
Computer Vision Researcher
Advanced Robotics and Controls Lab, University of California San Diego
- I built a semantic segmentation benchmarking framework for laparoscopic surgical scene understanding
- 10/20-06/21
Computer Vision Researcher
Berg Lab, University of California San Diego
- I worked on a historical document transcription pipeline with convolutional neural networks (CNNs)
- I participated in the CSE Early Research Scholars Program (CSE ERSP) at UCSD under Prof. Taylor Berg-Kirkpatrick's supervision
- 05/20-12/21
Cancer Bioinformatics Researcher
GenePattern Team, Mesirov Lab, University of California San Diego
- I developed a cancer tumor analysis pipeline for GenePattern, a software package used by 500,000+ researchers worldwide
- 01/20-08/20
Machine Learning Researcher
System Energy Efficiency Lab, University of California San Diego
- I developed a working epileptic seizure detection model using logistic regression
- I participated in the Google Explore Computer Science Research (ExploreCSR) Program under Anthony Thomas's suprvision
Leadership
- 05/22-Current
President
ACM AI at UC San Diego
- 09/22-Current
Undergraduate Committee (UGCOM) Student Representative
CSE Department at UC San Diego
- 10/20-05/22
Director of Marketing
ACM AI at UC San Diego
Workshop Presentations
- 2022
Graph Inverse Reinforcement Learning from Diverse Videos
Sateesh Kumar, Jonathan Zamora*, Nicklas Hansen*, Rishabh Jangir, Xiaolong Wang
- Deep RL Workshop at Conference on Neural Information Processing Systems (NeurIPS), 2022. Poster.
- Aligning Robot Representations with Humans at Conference on Robot Learning (CoRL), 2022. Poster.
- arXiv, project page
Teaching
- 08/19-12/20
Computer Science Tutor
Computer Science/Info Systems Open Lab, Grossmont College
- Assisted 400+ students in all core lower-division CS courses
- Courses include Data Structures in Java and C++, Systems Programming, Python, SQL, Programming Logic, and Discrete Structures
Skills
- Technical Languages: Python, R, SQL, C++, Java, MATLAB, Swift, LaTeX
- Frameworks: PyTorch, Tensorflow, Scikit-Learn, OpenCV, OpenAI Gym, MuJoCo
- Tools: Docker, Kubernetes, SLURM, Git, Bash, Unix/Linux
- Spoken Languages: Spanish (Native), English (Native)