Building AI to Decode Biology
Developing intelligent systems that help scientists discover new medicines faster, predict disease outcomes more accurately, and unlock insights hidden in biological data.
Explore My Blog:
Featured Research
OmicsOracle AI Agent
Autonomous AI agent that automates genomic data analysis from NCBI GEO. Built with LangChain and RAG architecture, it extracts datasets, performs statistical analysis, and generates publication-ready visualizations—reducing manual analysis time from hours to minutes.
ChemAgent
Evidence-grounded pharmaceutical research assistant that connects natural-language questions to chemical and biological data sources, with verification, a REST API, and an interactive web interface.
BioPipelines
Natural-language bioinformatics workflow generator that turns analysis requests into Nextflow pipelines, with provider routing, reusable workflow components, and a Gradio interface.
Latest from the Blog
Multi-Teacher Knowledge Distillation
Advanced AI techniques for model efficiency combining multiple teacher models into efficient student architectures.
DNA Sequence Encoding Guide
Comprehensive methods for encoding DNA sequences for machine learning applications with practical implementations.
AI Agents in Biomedicine
Exploring autonomous AI agents revolutionizing drug discovery, clinical research, and personalized medicine.
Core Expertise
AI/ML
- Deep Learning
- LLM Orchestration
- RAG Systems
- Transfer Learning
Genomics
- Single-cell Analysis
- Epigenomics
- Variant Calling
- Multi-omics
Drug Discovery
- Cheminformatics
- Molecular Modeling
- DDI Prediction
- ADME Analysis
MLOps
- Docker
- Kubernetes
- MLflow
- CI/CD
Interested in Collaboration?
I’m always open to discussing research opportunities, consulting projects, or academic partnerships.