I design and build software around the way organizations actually operate — from healthcare integrations and secure business platforms to data pipelines, automation systems, document engines and forensic tools.
Returning patients were repeating demographic and insurance entry for each COVID-19 test.
What I built
Built a QR-based registration workflow through the LIS. Registration generated a patient-specific QR code that patients could save as a screenshot and use to find their existing LIS record at the next test.
QR CodesLIS
Outcome & capabilities
Returning patients could be found in the LIS using their saved QR code, avoiding repeated demographic and insurance entry and making repeat-testing registration faster.
Historical clinical records needed to remain accessible after a legacy system stopped being the primary platform.
What I built
Used Playwright-assisted Careficient extraction to preserve original PDFs, organize records by patient, and build a read-only viewer for authorized retrieval.
Historical clinical records and original documents were preserved in an organized archive, with a modern read-only viewer designed to simplify authorized retrieval.
A multi-company medical distribution operation needed a secure, centralized platform to manage orders, inventory, documents and compliance workflows across multiple business entities.
What I built
Designed and built a full-stack business application with role-based access, multi-company data isolation, order management, document generation, electronic signatures, audit trails and automated email workflows.
Source information was distributed across multiple levels of complex web sources. Manual extraction was slow, inconsistent and difficult to audit.
What I built
Built a modular extraction platform with multiple specialized spiders, structured database storage, live run monitoring, data validation and automated JSON exports.
Healthcare organizations operated multiple clinical systems that did not communicate — creating manual data-entry burdens, reconciliation errors and gaps in the clinical record.
What I built
Designed and implemented integration tooling connecting EMR, EHR, LIS and LIMS platforms. Handled HL7 message routing, field mapping, data normalization and error handling across heterogeneous environments.
PythonHL7MySQLData normalization
Outcome & capabilities
Clinical data flowing automatically between systems across multiple healthcare organizations. Reduced manual reconciliation and improved consistency across connected workflows.
Payment records across billing systems and bank statements diverged regularly, requiring manual comparison to identify discrepancies, missing payments and posting errors.
What I built
Built a reconciliation automation tool that compares payment records across systems, categorizes discrepancies and produces structured exception reports for review.
PythonExcelCSVLogging
Outcome & capabilities
Reconciliation cycle reduced from hours to minutes. Discrepancies surfaced consistently and categorized automatically.
Healthcare administrative staff performed repetitive sequences of steps — data entry, document generation, notification delivery — consuming time that could be redirected to patient-facing work.
What I built
Developed task-specific automation scripts replacing manual administrative sequences with reliable, configurable automated workflows.
PythonEmail librariesTemplating
Outcome & capabilities
Repetitive administrative tasks completed automatically. Staff time redirected to higher-value work.
Sales and business development teams needed structured, enriched lead data from multiple sources but had no reliable pipeline to collect, normalize and deliver it.
What I built
Built a data processing pipeline that collects lead information from multiple sources, normalizes it into a consistent structure and delivers clean, enriched datasets for outreach and analysis.
PythonSQLiteJSONCSV
Outcome & capabilities
Consistent, structured lead datasets delivered automatically. Reduced repetitive research and data-entry requirements.
Marketing and sales teams lacked visibility into which channels, campaigns and touchpoints were generating qualified leads and driving conversions.
What I built
Designed and deployed a conversion analytics and lead-tracking system capturing source attribution, touchpoint sequences and conversion events across the customer journey.
A complex U.S. Department of Justice healthcare investigation required organizing large volumes of communications, medical documentation and operational records into a structured, traceable production.
What I built
Designed and implemented a technical evidence-production framework mapping documents to government request categories and supporting a structured, auditable response.
A federal healthcare fraud case required twelve months of forensic data analysis, evidence organization, custom tooling and courtroom exhibit support.
What I built
Built custom data-processing and evidence-organization tools supporting forensic analysis, exhibit preparation and courtroom presentation for a federal case in Miami.
Healthcare recruiting operations involve repetitive candidate-tracking, outreach sequencing and status-update workflows that consume recruiter time without adding strategic value.
What I built
Designed and scoped an automation system for healthcare recruiting workflows — candidate tracking, outreach sequencing, status updates and reporting.
Workflow designProcess architecture
Outcome & capabilities
System designed and scoped. Deployment status not publicly confirmed.