Skip to content
View stvngo's full-sized avatar

Achievements

Achievement: YOLOAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pull Shark

Block or report stvngo

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.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

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

Report abuse
stvngo/README.md

About Me

Welcome to my GitHub!

  • I’m currently majoring in Data Science and Mathematics at UC San Diego
  • I enjoy building leveraging AI tools to build DS/ML applications, exploring ML research, and working on projects that solve impactful real-world problems in a wide variety of fields (Environmental, Civil, Medicine, Physics)
  • I'm working on Biophysics research closely with Dr. Wouter-Jan Rappel and Yi-Chieh Lai at the Rappel Lab, modeling multi-cellular organization in D. Discoidium experiments, via multi-object tracking algorithms and data extraction workflows to analyze their aggregative mechanics under starvation
  • I also contribute to ML research projects at MixLab UCSD in various areas of agentic AI
  • I've led ML research on mechanistic interpretability of pivotal tokens (EMNLP 2025), and benchmarked SOTA MLLMs and VLMs on novel multimodal spatial reasoning and planning tasks (AAAI 2026), under many talented researchers at Algoverse
  • This summer, I'm funded by the National Science Foundation to do an Applied ML Research Experience for Undergraduates (REU) program on redefining construction project similarity via representation learning, at Texas A&M University

Skills

Languages

Python SQL R MATLAB Java C++ HTML CSS JavaScript TypeScript LaTeX

Libraries & Frameworks

FastAPI pandas scikit-learn NumPy PyTorch Matplotlib Plotly SciPy Hugging Face PySpark Dask D3.js Tailwind CSS Lucide

MLOps & AI

AWS vLLM LangGraph FAISS OpenAI Pinecone pgvector RAG

Backend & Infrastructure

Docker Git GitHub PostgreSQL MongoDB Firebase

Tools

Jupyter Conda Google Cloud Colab Vercel v0 VS Code IntelliJ Databricks Cursor Claude Code

Let’s connect!

Pinned Loading

  1. Dicty-Cell-Aggregation-Analysis Dicty-Cell-Aggregation-Analysis Public

    Ongoing Biophysics Research Project at UCSD Rappel Lab

    Jupyter Notebook 1

  2. VedVar43789/InvasiveSpeciesTracker VedVar43789/InvasiveSpeciesTracker Public

    JavaScript 3

  3. GamiBench GamiBench Public

    Multi-modal and Vision Language Model Spatial Reasoning Benchmark

    Python 2

  4. TumorSense TumorSense Public

    Forked from nathaniel-trueba/TumorSense

    1st Place at DS3 Spring Projects 2026. XAI-driven project on tumor classification via SVMs and Transfer Learning.

    Jupyter Notebook 1

  5. bias-detection-engine bias-detection-engine Public

    Advanced AI-powered media bias detection engine with 5-dimension scoring, phrase-level attribution, and sub-500ms performance. Built for The Bias Lab final round submission (top 100 of 2700).

    Python 1

  6. Pivotal-Token-Representation-Learning Pivotal-Token-Representation-Learning Public

    Mechanistic Investigation of Pivotal Tokens through Probing and Causal Interventions

    Jupyter Notebook