Clinical AI & Healthcare
Technology Services
I work with healthcare organisations, AI companies, research institutions, and startups to build clinical AI systems, healthcare datasets, and medication safety infrastructure that creates real-world impact.
Services
Each engagement is tailored to your specific challenge. I don't do templates — I build what your problem actually needs.
Build AI systems that make healthcare safer
Clinical AI Development
End-to-end development of clinical AI systems — from architecture to deployment. Specialising in medication safety, drug interaction detection, pharmacogenomics screening, and clinical decision support.
Deliverables
- Drug interaction checking APIs
- Contraindication screening systems
- Pharmacogenomics risk modules
- RAG-powered clinical assistants
- LLM fine-tuning for clinical NLP
Ideal for: Hospital systems, health tech startups, pharma R&D teams
Clinical datasets built for AI
Healthcare Data Engineering
Curation, structuring, and publication of clinical datasets for pharmacovigilance, drug safety, and healthcare AI model training. Includes MedDRA coding, ICH E2B compliance, and Hugging Face / Kaggle publishing.
Deliverables
- Pharmacovigilance dataset creation
- Drug-drug interaction databases
- Clinical reasoning datasets for LLMs
- Data pipeline design and automation
- Open dataset publication and documentation
Ideal for: Research institutions, AI companies, clinical data teams
Reduce drug errors before they happen
Medication Safety Consulting
Expert consulting on building medication safety tooling — drug interaction workflows, adverse event detection, clinical risk stratification, and regulatory-aligned safety reporting frameworks.
Deliverables
- Medication safety system design
- Drug interaction workflow consulting
- Adverse drug reaction (ADR) reporting frameworks
- Pharmacovigilance system architecture
- Clinical risk assessment frameworks
Ideal for: Pharmacies, hospital systems, regulatory affairs teams
Production-ready models for healthcare
AI/ML Model Development
Training, fine-tuning, and deploying machine learning models for healthcare applications — from risk assessment models to large language models on cloud TPU infrastructure.
Deliverables
- Clinical ML model development
- LLM fine-tuning on Google Cloud TPU
- PEFT/LoRA fine-tuning pipelines
- Model evaluation and benchmarking
- MLOps infrastructure (Docker, FastAPI, CI/CD)
Ideal for: AI startups, pharma tech teams, research labs
Full-stack systems built for clinical use
Healthcare Software Development
Full-stack development of healthcare web applications and APIs using FastAPI, Next.js, and PostgreSQL. Built for clinical workflows, research platforms, and health education systems.
Deliverables
- FastAPI healthcare backend development
- Clinical web application development
- PostgreSQL database architecture
- REST API design for healthcare systems
- Deployment on Railway, Vercel, Google Cloud
Ideal for: Health tech companies, hospitals, digital health startups
Upskill your team in healthcare AI
AI & Data Science Training
Structured training programs in Python, machine learning, data science, and AI — tailored for healthcare professionals, science students, and early-career technologists.
Deliverables
- Python for AI/ML/Data Science programs
- Healthcare AI curriculum design
- Hands-on workshop facilitation
- Clinical data science training
- Custom team upskilling programs
Ideal for: Universities, hospital staff, corporate teams, bootcamps
My Process
Discovery Call
We discuss your problem, goals, timeline, and what a successful outcome looks like.
Proposal & Scope
I send a clear proposal with deliverables, timeline, and pricing — no surprises.
Build & Collaborate
Regular updates and check-ins throughout. You see progress, not just a final result.
Deliver & Support
Clean handoff with documentation. Post-delivery support included.
Let's talk about your project
Whether you're a hospital, pharma company, AI startup, or research institution — fill in the form and I'll get back to you within 24–48 hours to confirm a time.
Discovery calls are free — no commitment required
I reply within 24–48 hours to confirm a time
Or email directly: emmanuelbain@kemirix.com
Prefer to email directly?
Reach out at any time — I reply within 48 hours.