What I Deliver
Comprehensive data engineering services tailored to your specific needs and scale.
Watson LIMS Automation
Custom C# automation that reduces processing time from hours to seconds. Seamless integration with existing laboratory workflows.
FDA 21 CFR Part 11 Compliance
Data pipelines built with audit trails, electronic signatures, and validation documentation from day one.
Real-Time Data Streaming
Low-latency streaming architectures for laboratory and manufacturing environments.
AWS & Snowflake Implementation
Cloud infrastructure designed for regulated industries with proper security controls.
Legacy System Migration
Safely migrate from on-premise databases to modern infrastructure without data loss or compliance gaps.
Audit Trail & Data Integrity
Implement validation, monitoring, and governance frameworks that satisfy auditors.
Technologies I Work With
Common Use Cases
Real problems I solve for clients every day.
Laboratory Workflow Automation
Automate Watson LIMS workflows to reduce manual processing time from hours to seconds.
Compliant Data Pipelines
Build data infrastructure that meets FDA 21 CFR Part 11 with complete audit trails and validation.
Bio-pharmaceutical Data Integration
Connect laboratory systems, manufacturing data, and quality systems into unified pipelines.
Legacy System Migration
Migrate aging infrastructure to modern platforms while maintaining compliance and data integrity.