Portfolio

Case studies

Selected projects across AI, healthcare, document processing, and enterprise software — with the outcomes that mattered.

GlueLLM - AI Development SDK

Production ReadyAI/ML

High-level Python SDK for LLMs — tools, retries, structured output, and batching handled so teams ship features instead of glue code.

What we built

  • Automatic tool execution and integration
  • Structured output support for reliable data
  • Multi-agent workflow orchestration
  • Multi-provider AI model support
  • Production-ready error handling and rate limiting
  • Comprehensive testing and evaluation framework

Stack

PythonLLM SDKMulti-Agent WorkflowsTool ExecutionStructured OutputAPI Development

Outcome: Teams deploy AI applications faster with less integration complexity

Healthcare AI Standards Framework

Enterprise ImplementationHealthcare AI

AI workflow systems combining language model reasoning with tool execution for automated business processes in healthcare.

What we built

  • Healthcare standards-compliant data handling
  • FDA regulation adherence
  • Secure AI workflow execution
  • Audit trail and compliance reporting

Stack

HIPAA ComplianceFDA RegulationsAI WorkflowsHealthcare SecurityPython

Outcome: Safe AI in healthcare environments processing 50M+ monthly data points

Document Processing System

ProductionDocument Processing

Document ingestion and processing for 150K+ product diagrams with automated data extraction pipelines.

What we built

  • 150K+ processed product diagrams
  • OpenCV-based part number recognition
  • Automated data extraction pipelines
  • Database cross-referencing system

Stack

OpenCVDocument ProcessingPythonComputer VisionData ExtractionPostgreSQL

Outcome: Diagram-to-purchase navigation for 100+ clients

FDA-Approved NFC Integration

FDA ApprovedMobile/Healthcare

FDA-approved NFC hardware integrations for medical devices, improving cross-functional delivery velocity by 5x.

What we built

  • FDA-approved hardware integration
  • Secure NFC communication
  • Medical device compatibility
  • Healthcare standards-compliant data transmission

Stack

AndroidNFCFDA ComplianceMedical DevicesKotlinBLE

Outcome: Delivered ahead of schedule; 5x team velocity improvement

AI Tooling Evaluation Framework

CompletedAI Strategy

Structured evaluation of leading AI development tools through case studies and data-driven analysis.

What we built

  • Structured case study methodology
  • Comprehensive tool comparison
  • Executive-level reporting
  • Data-driven recommendations

Stack

AI EvaluationCase StudiesData AnalysisExecutive ReportingTool Comparison

Outcome: Informed $2M development tool procurement for enterprise AI adoption