Data Scientist,
Researcher & Author
I build AI systems at the intersection of large language models and life sciences - clinical RAG pipelines, biomedical knowledge graphs, entity resolution systems - and teach the same at universities in Dubai.
What I do
Focus areas
LLM Engineering
Production-grade RAG systems, multi-agent pipelines, hallucination evaluation, and Azure OpenAI integration for clinical and biomedical applications.
Knowledge Graphs
Biomedical KG design, temporal data modelling, entity resolution, ontology alignment, and GraphRAG - connecting structured domain knowledge to LLMs.
Healthcare AI
Clinical NLP, fertility AI, patient outcome modelling, FHIR-aware data pipelines, and HIPAA-compliant system design for hospitals and life sciences companies.
Data Science
End-to-end data pipelines for genomics, pharma, and clinical research. dbt, Airflow, BigQuery, Supabase, and Docker-based deployments on GCP and Azure.
Teaching & Writing
MSc lectures at three UAE universities, self-paced online modules, technical books, and conference keynotes - translating complex AI into practitioner knowledge.
Benchmarks & Evaluation
Designing and publishing domain-specific evaluation benchmarks for LLMs in healthcare - from RAG faithfulness to clinical entity resolution.
Background
Career timeline
From data infrastructure to LLM systems - a decade of building at the intersection of software and science.
Tools & technologies
Current stack
LLM & AI
Data Science
ML & Research
Infrastructure
Let's work together
Open to consulting projects, advisory roles, and speaking engagements in healthcare AI, LLM engineering, and data infrastructure.