AI × Bioinformatics Researcher & Developer
📍 Based in Taiwan / US
⏳ With 7+ years of cross-disciplinary R&D experience
export INTERESTS="Bioinformatics, Data Science, AI Drug Discovery, Machine Learning, Genetic Analysis, Precision Medicine"Bioinformatics Data Science AI Drug Discovery Machine Learning Genetic Analysis Precision Medicine
Motivated to tap into the potential of AI and data science to reveal game-changing capabilities that accelerate the advancement of precision medicine and maximally benefit public health.
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Research Assistant — University of Florida – Dept. of Medicinal Chemistry (2024–2025)
→ 💊 AI Drug Discovery
→ 🔗 RNA–Ligand Binding Affinity Prediction
Research Assistant — Virginia Tech – Dept. of Computer Science (2023–2024)
→ 🧬 Metagenomics Analysis
→ 🦠 Pathogen Genomics Prediction
Data Scientist — Cathay Financial Holdings Co., Ltd. – Data Science R&D Lab (2022–2023)
→ 💹 FinTech
→ 🏥 Electronic Health Record (EHR) Modeling & Analysis
Bioinformatics Engineer — Academia Sinica – Institute of Information Science (2017–2023)
→ 🧫 AI for Antimicrobial Peptide Design
→ 🧬 Human & Fish Genome-Wide Association Study (GWAS)
💡 Seeking AI/ML roles in drug discovery and precision medicine
🤝 Open to collaborations in AI × Biomedicine / Bioinformatics
🚀 Keen to join startups or research teams at the forefront of biotech innovation
🌍 Available for global opportunities, both remote and on-site
- 📄 Total Publications: 7 (6 first-authored)
- 📈 Total Citations: 227
- 🧠 h-index: 6
- 🏅 i10-index: 6
Last updated: 2025-12-24
| Title | Code | Paper | year |
|---|---|---|---|
| Cross-Domain Multimodal Contrastive Learning for RNA-Ligand Binding Affinity Prediction | GitHub | report | 2024 |
| Intelligent de novo design of novel antimicrobial peptides against antibiotic-resistant bacteria strains | GitHub | link | 2023 |
| Peptide-based drug predictions for cancer therapy using deep learning | GitHub | link | 2022 |
| AI4AVP: an antiviral peptides predictor in deep learning approach with generative adversarial network data augmentation | GitHub | link | 2022 |
| AI4AMP: an antimicrobial peptide predictor using physicochemical property-based encoding method and deep learning | GitHub | link | 2021 |
| Title | Code | Year |
|---|---|---|
| RNA Structure & Ligand Analysis Toolkit | GitHub | 2024 |
| GIGN RNA–Ligand Binding Affinity Prediction | GitHub | 2024 |
| Inference RLaffinity for RNA-Ligand binding affinity prediction | GitHub | 2024 |
| DeepCoy for generating decoy molecules | GitHub | 2024 |
| Inference Rnamigo2 for Molecular Screening | GitHub | 2024 |
| RNA3DB for RNA Structure filtering and Clustering | GitHub | 2024 |
| RMalign for RNA Structure filtering and Clustering | GitHub | 2024 |
| PDBbind Nucleic acid-Ligand Dataset Processing | GitHub | 2024 |
| RNA3DB Structure Data Processing and Pocket Extraction | GitHub | 2024 |
| Hariboss RNA-Small Molecules Structures Dataset Processing | GitHub | 2024 |
| Title | Code | Year |
|---|---|---|
| Antimicrobial Peptides Sequence Data Analysis | GitHub | 2024 |
| AI4AFP: an antifungal peptide predictor using Doc2Vec | GitHub | 2022 |
| Small Peptides Hemolysis predictor | GitHub | 2022 |
| Protein Bert for Surfaceome Prediction | GitHub | 2022 |
| VLP-GAN: a GAN model generates variable-length functional peptides | GitHub | 2021 |
| PC6 Protein Encoding Method | GitHub | 2021 |
| Title | Code | Year |
|---|---|---|
| Pathogenicity of DNA Sequences Predictor | GitHub | 2024 |
| Metagenomic Analysis Code Notes | GitHub | 2023 |
| TW2 hear lossing model training by SNPs | GitHub | 2022 |
| Taiwan BioBank GWAS | GitHub | 2022 |
| Obesity Predictor using Taiwan BioBank SNPs | GitHub | 2021 |
| Title | Code | Year |
|---|---|---|
| Using FT Transformer for Sepsis Prediction | GitHub | 2023 |
| Synthetic Data Module for Tabular Data | GitHub | 2023 |
| Title | Code | Year |
|---|---|---|
| Cheminformatics Hands-on | GitHub | 2024 |
| RFdiffusion Protein Design Pipeline | GitHub | 2024 |
| CGH Data Science Workshop | GitHub | 2023 |
| Docker Notes and Practices | GitHub | 2023 |
| Resnet & Bi-LSTM model for testing | GitHub | 2022 |