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paipeline/README.md

👋 Hi there, I’m Pai (Alex)

👨‍💻 Double major in Computer Science and Data Science at the University of Wisconsin-Madison; transferred from B.S. in AI at the Autonomous University of Barcelona, with 4 years of continuous ML research experience.

  • T-Few: Engaged in the study and application of transfer learning techniques using few-shot learning, focusing on tasks that benefit from minimal labeled data.
  • Raman Spectrum Analysis: Developed ML models using CNNs and ordinal classification to detect Raman spectrum peaks, achieving high accuracy in separating PAHs and pesticides for chemical identification.
  • Low-Light Image Enhancement: Benchmarked deep learning models to improve image quality in low-light laboratory conditions.

🌟 Passionate about building scalable ML integrated Physical/Software systems.

🌱 What I’m Working On

  • Mindy: A flashcard generator and storage system based on your notes, enhanced with LLM integration to augment your notes and merge them with external sources such as PDFs, audio, and video links.
  • American Battery Solutions SDE Co-op: Developing an enterprise-level AI agent for real-time C code topological graph and documentation generation code generation by RAG and the analysis of AST.
  • NodeTree.io:System that dissects problem into manageable subproblems and addresses each one with help of Multimodal AI, delivering clear, step-by-step problem solutions with branches of subproblem nodes using reactflow to visualize the mindmap.
  • Writing HPC with C++: Creating public notes on developing high-throughput, CUDA & parallel systems by referencing my progress in CS557 taught by Prof. Eftychios Sifakis - (scientist at NVIDIA), and resources on HPC/Scientifc Computing from NVIDIA.Developer.

AWS Certifications

  • Got AWS Solutions Architect Associate.
  • Now preparing for Machine Learning Specialty to build scalable AI-integrated cloud systems.

🏋️ Hobbies

  • Coding at the gym, of course!
  • Language Exchange: Catch me at www.free4talk.com, where I sometimes host rooms for Spanish, Chinese and English conversations.
  • Biking & Hiking

📫 Let’s Connect


Pinned Loading

  1. JobPush.ai JobPush.ai Public

    Python 2 1

  2. AguasDeBarcelona_WebDemo AguasDeBarcelona_WebDemo Public

    Jupyter Notebook