SOLVING PROBLEMS
Every project begins with a question. These are the problems I'm actively researching — exploring AI, data, and software to find solutions that matter.
OpenDDE
Open-source AI-Powered Drug Design
Researching the application of AlphaFold 3 and computational docking tools to democratise drug discovery. Exploring how open-source tools (P2Rank, RDKit, CHEMBL) can be unified into a single end-to-end pipeline from protein target identification to molecular prediction.
Genome×AI
Decoding Humanity - AI × Human GENOME
Investigating the intersection of artificial intelligence and genomic science. Building interactive simulations to visualize how deep learning models interpret DNA sequences and variant pathogenicity.
GeneMapr
Genomic Variant Interpretation Platform
Building a clinical-grade platform for genomic variant interpretation. Combines VCF parsing with multi-database annotation (ClinVar, gnomAD, Ensembl) and Google DeepMind's AlphaGenome for AI-powered variant effect predictions and pharmacogenomic profiling.
PathoAssist
AI-Powered Pathology Analysis
Researching the application of MedGemma (Google's medical AI model) to assist pathologists in analyzing tissue samples. Exploring multimodal prompting, structured report generation, and confidence scoring for clinical workflows.
OpenDDE
Open-source AI-Powered Drug Design
Researching the application of AlphaFold 3 and computational docking tools to democratise drug discovery. Exploring how open-source tools (P2Rank, RDKit, CHEMBL) can be unified into a single end-to-end pipeline from protein target identification to molecular prediction.
GeneXplor
Genomic Discovery Platform
A comprehensive platform unifying genomic coordinates, clinical assertions, and predictive structural biology (AlphaFold) to accelerate clinical genetic interpretation.
Sports Intelligence Platforms
Data Architecture for 20+ Sports
At Hawk-Eye Innovations, researching scalable data architectures for real-time sports analytics. Areas include ML-driven predictive insights, biomechanics tracking for athletes, and automated broadcast visualizations.
AI Intelligence Aggregation
Research-Grade News Synthesis
Exploring techniques to aggregate, deduplicate, and synthesize AI news from multiple sources (ArXiv, Hacker News, Techmeme, YouTube). Research includes content ranking algorithms and semantic clustering.
Interested in collaborating on research?
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