AI Projects & Experiments
From rapid AI-assisted development to production systems with embedded intelligence— explore how I leverage AI to build transformative solutions.
Complex AI-Powered Projects
Production systems built with AI assistance and featuring embedded AI capabilities
TaxonSphere: Phylogenetic Analysis Platform
Built in 5 days with AI • GPU-Accelerated • Drug Discovery
A testament to AI-assisted development: Built a production-ready platform rendering 1M+ phylogenetic nodes at 30+ FPS in just 5 days, while learning WebGL and React Three Fiber from scratch. For fun.
AI-Assisted Development:
- •Leveraged AI coding assistants to learn new technologies on-the-fly
- •Rapid prototyping of complex WebGL rendering systems
- •From zero to production in 5 days
Embedded AI Features:
- •Escape mutation prediction for drug resistance
- •ML-powered antibody engineering & CDR detection
- •Clinical trial simulation with efficacy projections
- •Intelligent phylogenetic clustering algorithms
AWS Life Sciences Applied AI
Protein Design • Clinical Innovation • 90% Documentation Reduction
Leading AI-driven protein design and clinical automation within AWS Applied AI, achieving 90% reduction in clinical documentation time through agentic AI systems.
AI/ML Capabilities:
- •Protein language models (AlphaFold, RFDiffusion, ProteinMPNN)
- •AI agents for clinical trial automation
- •Multi-omics data analysis and biomarker discovery
- •GxP-compliant regulatory workflow automation
Simple Live AI Experiments
Interactive demonstrations you can try right now—no signup required
Medical Symptom Analyzer
RAG + Vector Search + Medical NLP
RAG-powered diagnostic assistant that queries medical knowledge bases to analyze symptoms and suggest potential conditions with confidence scores.
Key Features:
- •Real-time symptom analysis
- •Medical knowledge base integration
- •Confidence scoring with explanations
- +2 more features
Genomic Sequence Visualizer
Bioinformatics + WebGL + Pattern Recognition
Upload DNA sequences for real-time analysis with interactive 3D visualization of genetic patterns and variant calling.
Key Features:
- •DNA sequence upload and parsing
- •Real-time variant calling
- •Interactive 3D DNA visualization
- +2 more features
AI Design Assistant
LLM Code Generation + Live Preview
Describe UI components and watch AI generate live React components with complete code and interactive previews.
Key Features:
- •Natural language to component
- •Live React code generation
- •Interactive component preview
- +2 more features
Clinical Report Summarizer
Medical NLP + Entity Recognition
Paste medical reports to extract key findings using advanced NLP with named entity recognition and structured summaries.
Key Features:
- •Medical text processing
- •Named entity recognition
- •Key findings extraction
- +2 more features
Coming Soon
HealthGPT Chrome Extension
In DevelopmentSimplifies medical research papers with AI-powered summaries and key insights.
Genomic ChatBot
PlanningNatural language queries about genetic data with conversational AI interface.
AI Design System Generator
ResearchGenerate complete design systems from simple prompts and brand guidelines.
Clinical Trial Matcher
ConceptAI to match patients with relevant clinical trials based on medical history.
My AI Philosophy
Human-Centered AI
AI should augment human expertise, not replace it. Every system I build puts domain experts and end users at the center.
Production-Ready
I don't just build demos—I ship scalable systems that handle real-world complexity and serve millions of users daily.
Transparent & Explainable
Especially in healthcare, AI decisions must be explainable. I build systems with transparency and trust at their core.