Core Competencies

Data Science & AI Product Management Excellence

5+ years advancing healthcare innovation through AI, machine learning, and large language models at UNC Chapel Hill School of Medicine. MPS in Bioinformatics & Health Informatics.

5+ Years Experience
AI Product Leadership
LLM Integration
MPS Health Informatics

AI & Machine Learning Engineering

Advanced artificial intelligence and machine learning expertise with focus on healthcare applications

Large Language Models

Expert
LLM Integration
95%
Workflow Automation
90%
Clinical Decision Support
93%
GPT-4 Claude LangChain RAG
Led AI-powered tools development at UNC School of Medicine
Integrated LLMs to streamline clinical research workflows

Machine Learning & AI

Expert
Predictive Modeling
92%
Healthcare Analytics
90%
Data Science
88%
Python TensorFlow PyTorch Scikit-learn
5+ years ML experience at UNC School of Medicine
Optimized research processes through AI-driven solutions

Intelligent Automation

Advanced
Workflow Automation
90%
Process Mining
80%
Decision Trees
87%
Apache Airflow Celery Redis RPA
85% automation rate for healthcare workflows

Healthcare Technology

Specialized expertise in healthcare informatics, clinical systems, and regulatory compliance

Clinical Systems & FHIR

Expert
FHIR R4 Implementation
95%
HL7 Integration
88%
Clinical Decision Support
92%
FHIR R4 SMART on FHIR Epic APIs Cerner
FHIR R4 certified implementation specialist

Healthcare Compliance

Expert
HIPAA Compliance
98%
Security Architecture
90%
Audit & Logging
93%
OAuth2 SAML PKI Encryption
Healthcare Security & Privacy certified

Healthcare Analytics

Expert
Clinical Data Mining
91%
Population Health
87%
Risk Stratification
94%
Tableau Power BI R SAS
Identified $1.2M in cost savings through analytics

Enterprise Architecture

Scalable system design, cloud infrastructure, and enterprise-grade solution development

Cloud Architecture

Expert
AWS Solutions
92%
Azure Platform
88%
Kubernetes
85%
AWS Azure Docker Terraform
99.9% uptime across multi-cloud infrastructure

DevOps & CI/CD

Advanced
Pipeline Automation
89%
Infrastructure as Code
87%
Monitoring & Alerting
91%
GitLab CI Jenkins Grafana Prometheus
Reduced deployment time by 75%

Microservices & APIs

Expert
API Design
94%
Service Mesh
82%
Event-Driven Architecture
88%
REST APIs GraphQL gRPC Kafka
10M+ API requests/day with <1ms latency

Programming & Data Engineering

Full-stack development capabilities with expertise in multiple programming languages and frameworks

Primary Languages

Python 8+ years
AI/ML Data Science Backend APIs
JavaScript/TypeScript 6+ years
Frontend React Node.js
C# / .NET 5+ years
Enterprise APIs Blazor
Rust 2+ years
Performance Systems WebAssembly

Data Technologies

PostgreSQL
Expert
MongoDB
Advanced
Elasticsearch
Advanced
Apache Spark
Intermediate

Education

Multidisciplinary academic background spanning health informatics, biochemistry, cognitive science, and linguistics

Master of Professional Science (MPS)

Bioinformatics & Health Informatics

University of North Carolina at Chapel Hill (2021 - 2025)

🏥 Clinical Informatics 📊 Health Data Analytics 🤖 AI in Healthcare 🧬 Bioinformatics

Science Background

Post Baccalaureate, Biochemistry - UNC Greensboro (2017-2019)
English Language & Literature - UNC Chapel Hill (2016-2017)

International Education

Cognitive Science - University of Bergen, Norway (2012-2016)
Linguistics - University of Oslo, Norway (2010-2012)