Professional Experience and Delivery Outcomes

Outcomes

• - Improved user retention by 60%+ and conversion by 35% across Meditrina, Zoi, and Healthsend.
• - Reduced release defects by establishing consistent CI/CD practices for the web stack.
• - Enabled uninterrupted medical data capture through offline-first PWA workflows.

Responsibilities

• - Led development of PRESS, a mobile-first progressive web app using React, TypeScript, and Shadcn UI.
• - Engineered Service Worker and caching strategy to preserve clinical workflows during network loss.
• - Architected anti-fraud verification using ML image checks and EXIF metadata analysis.
• - Built fintech functionality including wallet metrics, secure payouts, and integrated learning modules.

Outcomes

• - Improved API reliability by 45% for production web applications.
• - Reduced legacy API latency by 18% through targeted service optimization.
• - Accelerated internal document and data workflows with RAG and SQL routing utilities.

Responsibilities

• - Shipped FastAPI and React applications for production use cases.
• - Built internal RAG tools using Python, Ollama, and Chroma for semantic search.
• - Developed a DuckDB-based SQL routing layer translating natural language prompts into parameterized SQL.
• - Created reusable data access utilities to streamline team delivery.

Outcomes

• - Established a robust backend architecture for ingesting and processing hospital and medical records.
• - Designed storage and retrieval flows for high-confidence access by healthcare professionals.
• - Implemented compliance-first practices aligned with HIPAA-style data protection expectations.

Responsibilities

• - Collaborated with multidisciplinary teams to define requirements and backend architecture.
• - Developed scalable Python backend functionality for data processing and secure access.
• - Implemented efficient database patterns for reliable retrieval and structured record organization.
• - Performed rigorous testing and debugging to ensure API stability and correctness.

Outcomes

• - Expanded platform reach to 5,000+ monthly visitors.
• - Improved donor contribution outcomes with clearer message-to-action alignment.
• - Increased visibility and inclusivity through focused SEO and accessibility improvements.

Responsibilities

• - Led website architecture, UI design, implementation, and deployment.
• - Collaborated with content strategy stakeholders to improve engagement and retention.
• - Managed post-production operations, updates, and platform availability.

Outcomes

• - Maintained stable internal infrastructure across servers, networking, and access controls.
• - Reduced downtime through routine updates, backup operations, and operational troubleshooting.

Responsibilities

• - Handled server and network administration tasks.
• - Implemented policies and maintenance procedures for system integrity.
• - Provided technical support across staff-facing issues.

Outcomes

• - Resolved software and hardware issues to minimize training disruption.
• - Improved IT usage confidence through practical support and onboarding guidance.

Responsibilities

• - Troubleshot workstation and software incidents.
• - Supported trainees with technology setup and operational issues.
• - Worked with management to implement technology improvements.