Welcome to my GitHub homepage! This repo powers jovenpaoloangeles.github.io — a digital space where I share my research, coding projects, and creative work.
I'm a PhD candidate currently working at the intersection of materials science, machine learning, and nanotechnology.
I combine computational tools like Python with experimental synthesis to accelerate materials discovery.
- Bayesian Optimization for nanoparticle synthesis
- Gaussian processes, acquisition functions, and surrogate modeling
- RAG (Retrieval-Augmented Generation) and LLM workflows for scientific applications
- Photocatalysis, SERS, nanocomposites, and surface engineering
🧪 My approach blends code and lab work — from scripting optimizers to synthesizing nanomaterials.
- ✨ Bayesian optimization algorithms (especially for materials discovery)
- 🧠 RAG/LLM research and applications for scientific workflows
- 🧪 AI + Lab automation for accelerated experimentation
📬 Reach out via email: jovenpaoloangeles@gmail.com
- 🔍 Retrieval-Augmented Generation (RAG)
- 🤖 LangChain, LangGraph, and GraphRAG
- ⚙️ Better model priors and kernel design for Bayesian optimization
- 📊 Streamlit apps for interactive science dashboards
Outside the lab, I enjoy:
📷 Freelance photography — capturing moments, nature, and events
🎨 Creative coding — generative art and visualizations using tools like p5.js
Thanks for visiting — feel free to explore my projects and reach out! 🌱