Sayane
Shome
ABOUT
"Learning never exhausts the mind” - Leonardo da Vinci
Hi ! Welcome to my webspace ! I am a computational researcher at Stanford University School of Medicine. My background is in Computational Biology and Artificial Intelligence, and my research focuses on leveraging Genomics, Machine Learning, and AI to transform healthcare.
Beyond research, I am passionate about promoting scientific literacy, engaging the public in science, and inspiring the next generation to explore careers in STEM. Outside of science, I enjoy painting, singing, baking, playing piano, and exploring new culinary experiences.
Research
Transcriptomics, genomics, Ab-seq, proteomics, Network Biology, Pathway Analysis, Integrative Multi-Omics Pipelines
Diffusion Models
Generative Adversarial Networks (GANs)
Vision-Language Models
CLIP (Contrastive Language-Image Pretraining)
BLIP / BLIP-2
Stable Diffusion
Genome Assembly & Annotation
Variant Calling & SNP Analysis
Non-coding RNA Analysis
Functional Genomics
Comparative Genomics
Regulatory Element Identification
Biomarker Discovery
Clinical Genomics Integration
Systems Biology Approaches
Molecular Dynamics Simulations
Elastic Network Models
Protein Structure Prediction
Protein modeling
Molecular Docking & Binding Affinity Analysis
Electronic Health Records (EHR) Analysis
Radiology Image Analysis
AI for Medical Imaging
Image Segmentation & Classification
Technical Skills
Community Work
Want to reach me? Please drop a mail at sayaneshome1@gmail.com or I can be reached via the following :
