A Bioinformatics student exploring the intersection of life sciences and artificial intelligence.
Often found debugging at 2 AM Always passionate about using AI to solve complex biological and medical challenges.
- Medical Imaging AI Agent: Building an interactive agent combining traditional image enhancement (IRetinex) with zero-shot segmentation models (MedSAM) for gastroenterology.
- Protein Sequence Visualization: Developed a Python-based GUI application for generating and analyzing Two-Sample Logo visualizations.
- Deep Learning for Proteomics: Training and fine-tuning transformer models for Peptide-Spectrum Match (PSM) rescoring, optimizing distributed training across multiple GPUs.
- AI x ACGN: Tinkering with multi-modal LLMs and VTuber technologies to explore the future of virtual character animation.
Languages & Tools:
Research & Analytics:
- Advanced multi-modal model deployment and inference optimization.
- Integrating sophisticated language models with medical workflows.