5 projects
Projects.
P—01In progressKOVANInterpretable algorithm discovery with LLM-guided Artificial Bee Colony — my capstone project.- Python
- LLM
- Artificial Bee Colony
- Optimization
P—02In progressabcoptCanonical Artificial Bee Colony optimization for Python with a scikit-learn compatible hyperparameter search. Published on PyPI.- Python
- NumPy
- scikit-learn
- PyPI
P—03CompletedABC-FedAvgOptimizing federated learning hyperparameters on distributed medical data with Artificial Bee Colony (MedMNIST).- Python
- PyTorch
- Federated Learning
- Artificial Bee Colony
P—04CompletedSteel surface defect detectionDefect segmentation with YOLOv8n-seg on a 12,568-image steel surface dataset, served through a Streamlit app.- Python
- YOLOv8
- Ultralytics
- Streamlit
P—05In progressPersonal websiteA static site built with Astro that brings together my projects, writing and journal.- Astro
- TypeScript
- Cloudflare Pages