Software architecture
System boundaries, APIs, data flows, options, trade-offs and architecture decision records.
DiscoveryDesign reviewTechnical roadmap
Services
Capabilities
Engineering insight from first principles to production
Deep experience in pharmaceutical and formulated-product engineering, mechanistic modelling, data-driven AI and software delivery. Choose a focused review, a defined piece of work or ongoing specialist support.
Service catalogue
Bring DRJS in where science, data and software meet
Particularly strong in pharmaceutical development and manufacturing, while adaptable to complex engineering and digital-product problems across industries.
Full-stack product delivery
Responsive Next.js interfaces, Python services, integration and maintainable product foundations.
Next.jsFastAPITypeScript
Data and platform engineering
Schemas, ingestion, scheduled workflows, migrations, model artefacts and operational data quality.
PostgreSQLPipelinesAutomation
Mechanistic, AI and hybrid modelling
First-principles simulation combined with statistics, machine learning and AI, with validation, uncertainty and decision context made explicit.
MechanisticData-drivenHybrid models
Cloud and production readiness
Deployment design, health checks, monitoring, rollback, security and production assessment.
RailwayDockerObservability
Technical communication
Decision packs, design reviews, stakeholder workshops, technical documents and modern presentations.
WorkshopsReviewsDocumentation
Training and enablement
Tailored technical courses, guided labs, exercises and reference implementations for teams.
CoursesMentoringHands-on labs
Independent assurance
A clear second opinion on architecture, model quality, technical risk and delivery readiness.
AssessmentRiskRecommendations
Concrete outputs
Leave with artefacts the team can use
Recommendations are tied to evidence and translated into decisions, working software or a prioritised route forward.
Architecture and option assessments Working prototypes and production code Model evaluation and validation packs Pharmaceutical process and product-development studies Readiness findings and action plans Team documentation and knowledge transfer
Simple commercial shape
A defined start, visible progress and no mystery layer
01
Clarify
A short conversation identifies the outcome, constraints, stakeholders and current evidence.
02
Shape
A written scope sets outputs, activities, assumptions, timing and responsibilities.
03
Deliver
Regular checkpoints keep decisions visible; the close-out records what changed and what comes next.
Not sure which service fits?