Skip to content
View napronald's full-sized avatar
🎧
Listening to Music
🎧
Listening to Music

Highlights

  • Pro

Organizations

@mids-w203

Block or report napronald

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
napronald/README.md

Hi there πŸ‘‹

I'm Ronald, a Master's student studying Data Science at UC Berkeley. Before that, I did my undergrad in Applied Math at UC Merced. Currently, I am interning at Valeo working on Simultaneous Localization and Mapping (SLAM).

View My Resume | View My Website

🌱 What I’m currently working on

Currently, I am taking classes as a full-time student at UC Berkeley and interning 40 hours a week at Valeo.

πŸ›  Technical Skills

Python C++ R SQL LaTeX JavaScript CSS HTML

PyTorch TensorFlow SciKit NumPy Pandas Torchvision OpenCV

Git Docker HuggingFace Tableau Blender Flask React

πŸ“ Experience

My background includes interning at Valeo, publishing a paper on medical imaging at IEEE EMBC 24, interning at Lawrence Livermore National Lab, and participating in a summer research program. Overall, I am equipped with the ability to build machine learning models end-to-end, comprehend academic literature, and implement state-of-the-art models.

🎯 Personal Projects
  • DigitPro99: Interactive web-based digit recognition application capable of real-time prediction, comprehensive user interactions, dynamic image annotation, and data retrieval. View Project Here

  • Lung Cancer Diagnosis with Medical Imaging: Managed a dataset of 25,000 images, focusing on lung cancer tissues, and implemented various machine learning models. View Project Here

  • Modeling the Relationship Between CO2 Emissions and Human Population: Constructed mathematical models to analyze the correlation between CO2 emissions and human population dynamics. View Project Here

  • Fifa Players Analysis Dashboard: Interactive dashboard, created using Tableau, provides detailed insights into FIFA player statistics from the years 2018 to 2022. View Project Here

🌟 Leadership
  • SIAM Undergraduate Representative: I represented the interests of undergraduate students and facilitated communication within the SIAM community at UC Merced. I also organized events and activities to promote mathematics and its applications among students. Follow activities on Instagram.

  • Learning Assistant: I provided academic support to students taking Calculus, helping them understand concepts and improve their performance. Learn more about the Learning Assistant Program.

  • ACM SIG Data Science Lead: I created and led interactive workshops focused on Data Science for over 50 undergraduate students. Follow UC Merced ACM on Instagram.

πŸ“« How to reach me

πŸ† Bonus

Personal Interests

🎡 Music: I believe music fuels creativity and helps maintain a balanced lifestyle. I am an avid K-pop fan, with Aespa and Ive being my favorite groups! My favorite songs are Love Dive and Supernova.

πŸ€ Sports: I love following the NBA and NFL. My favorite teams are the Golden State Warriors and the San Francisco 49ers. My favorite players are Kevin Durant and Steph Curry.

πŸƒβ€β™‚οΈ Fitness: I enjoy staying active through running and weightlifting. I typically run 3-5 miles weekly and believe in maintaining physical health to boost mental well-being.

🍲 Food: I’m a big fan of hotpot and boba. Some of my favorite spots are Boiling Point for hotpot and Sunright for boba. Exploring new places to eat is one of my favorite pastimes.

🀝 Mentorship: Providing mentorship is important to me. I have greatly benefited from the mentorship I received during my research journey, and I am committed to providing the same support and guidance to others.

Pinned Loading

  1. GI-Cancer-MSI-CCNet-MIL GI-Cancer-MSI-CCNet-MIL Public

    Code for the paper "Contrastive Pre-Training and Multiple Instance Learning for Predicting Tumor Microsatellite Instability" (EMBC 2024)

    Python

  2. Synthetic-Data-Generation-for-Deep-Learning-Model-Enhancement Synthetic-Data-Generation-for-Deep-Learning-Model-Enhancement Public

    Code for generating synthetic images using GANs to enhance classification performance

    Python

  3. DigitPro99 DigitPro99 Public

    Interactive Digit Recognition application designed to accurately identify digits (0-99)

    Jupyter Notebook

  4. napronald.github.io napronald.github.io Public

    🏠 Personal Website! 🏠

    HTML

  5. MATH-140-Mathematical-Methods-for-Optimization MATH-140-Mathematical-Methods-for-Optimization Public

    Project + Coursework for Mathematical Optimization

    TeX

  6. Lung-Cancer-Diagnosis-with-Medical-Imaging Lung-Cancer-Diagnosis-with-Medical-Imaging Public

    Applied Statistics Course Project

    Python