Case Study
BioPharma AI Platform
A biopharma platform needed more engineering support to move from an early MVP into a production system used for drug discovery research.
Industry
BioPharma
Scope
Software + Data + Cloud
Team structure
Lead developer, senior developer, project manager, and quality assurance
What the team needed
Helping a biopharma platform move from MVP to production
Challenge
A biopharma company used high-performance cloud computing and AI to analyze RNA sequencing data. Their platform identified drug targets, biomarkers, and neoantigens for cancer and neurodegenerative disease research. They had a working MVP but needed engineering capacity to turn it into a full production platform. The work required engineers who could understand scientific domain concepts, collaborate directly with research scientists, and build data-heavy features for a specialized user base.
Silicon Development's role
Silicon Development provided the primary engineering team and worked directly with product leadership to build and scale the platform inside the existing product effort.
What Silicon Development worked on
A summary of the work the team owned during the engagement.
Transformed the platform from a minimum viable product to a full-featured AI drug discovery system
Learned key drug discovery concepts to collaborate effectively with the client team
Built data visualizations that surfaced research insights for decision-making
Migrated the SaaS application from virtual machines to an Azure-native cloud service with DevOps automation
What changed
The platform moved from an early-stage MVP to a production system. The work required real domain understanding and close collaboration with the scientific group, not just generic feature delivery.
Key points
- Moved from MVP to a production platform
- Built data visualization workflows for scientific research
- Migrated infrastructure to an Azure-native deployment model
The outcome matters, but the operating model is the real point
These results came from engineers working inside the team with real ownership and day-to-day accountability.