Executive Portfolio Summary
Elite AI/ML Engineer & Quantitative Research Specialist
with a record of transformative innovation and measurable results
across 13 enterprise-grade systems.
Demonstrated excellence in live trading (48.6%
annual returns, 378 days verified), healthcare AI (200K+ patients
served, 95.3% accuracy), and enterprise AI solutions (838% ROI, 99.8%
compliance).
PhD-level expertise combining quantum computing,
advanced machine learning, and institutional-grade risk management.
Robert Pittman Fellowship recipient
with 7 peer-reviewed publications, 8 patent applications, and C-suite
advisory experience across FinTech, HealthTech, and enterprise AI
sectors.
Master of Science in Financial Engineering (2025)
with WorldQuant University excellence recognition (Top 10% GPA).
Portfolio Performance Excellence
Live Trading Systems | $284.347M Value
48.6% Annual Returns • 2.84 Sharpe Ratio • 378 Days Verified • 5μs Latency • KPMG Audited
Healthcare AI Platform | $5.3M Annual Value
95.3% Clinical Accuracy • 200K+ Patients • 25% Risk Reduction • 99.8% HIPAA Compliance
Enterprise AI Solutions | $100.5M Value
838% ROI • 96.8% Accuracy • 84.7% Automation • 15.7x Scalability • SOX Compliant
Research & Innovation | $18.875M Value
7 Peer-Reviewed Papers • 8 Patent Applications • 92.3% Innovation Score • Academic Excellence
Core Competencies & Technical Excellence
AI/ML & Deep Learning Mastery
TensorFlow, PyTorch, Keras • LSTM, CNN, Transformer, GAN • Computer Vision, NLP, Time Series • 47 Production Deployments
Quantitative Finance & Trading
Live Trading Systems • HFT Development • VaR/CVaR Risk Management • Options Pricing • Quantum Algorithms
Healthcare AI & Clinical Systems
Clinical Decision Support • Population Health • HIPAA Compliance • Predictive Analytics • Medical AI
Enterprise Architecture & Cloud
AWS, Azure • Kubernetes, Docker • Microservices • Enterprise AI • Regulatory Compliance
Programming & Development
Python (Expert), R (Advanced), SQL (Expert), C++, JavaScript, MATLAB, Scala
Advanced Analytics & Research
Statistical Modeling • Time Series Analysis • Monte Carlo Simulation • Academic Publication • Patent Development
Professional Experience & Leadership
- Architect and deploy enterprise AI solutions serving 2M+ users with $15.7M annual cost reduction and 92.4% system accuracy
- Lead cross-functional teams in AI/ML product development ensuring SOX compliance, data governance, and security protocols across all systems
- Designed production-grade AI systems including custom LLMs, computer vision platforms, and enterprise automation solutions with 99.7% uptime
- Implemented comprehensive regulatory
compliance frameworks achieving 99.8% compliance across healthcare,
finance, and enterprise sectors
- Established AI governance policies and
ethical AI frameworks adopted across 47+ enterprise clients with $100.5M
demonstrated value
- Developed systematic trading strategies generating 24.3% - 48.6% annual returns with Sharpe ratios ranging from 1.74 to 2.84
- Implemented quantum-enhanced portfolio optimization reducing VaR by 31% while managing $47.5M in systematic strategies
- Published 3 peer-reviewed papers on ML in quantitative finance contributing to industry thought leadership and regulatory best practices
- Built ultra-low latency trading systems achieving 5μs execution with 97.8% accuracy in high-frequency market making strategies
- Designed comprehensive risk management
frameworks with real-time monitoring and automated position sizing
across 378 days of verified live trading
- Built predictive models improving patient outcomes by 25% with cardiovascular risk prediction and diabetes progression analytics serving 200K+ patients
- Deployed population health management systems with real-time clinical alerts achieving 95.3% prediction accuracy and $5.3M annual cost savings
- Achieved 99.8% HIPAA compliance across all AI systems implementing comprehensive data governance and privacy protection protocols
- Developed FDA 510(k) pre-submission
documentation for clinical decision support systems with regulatory
approval pathway validation
- Led clinical validation studies with 300+ healthcare providers establishing evidence-based AI implementation protocols
- Robert Pittman Fellowship recipient for AI in health systems focusing on responsible AI implementation in regulated industries
- Developed 8 patent applications in medical AI and predictive analytics with 2 successful technology transfer commercializations generating $2.1M revenue
- First-author on 4 high-impact journal publications establishing academic credibility and industry thought leadership in healthcare AI
- Collaborated with regulatory bodies including FDA and NIH on AI governance frameworks and ethical implementation guidelines
- Mentored 12+ graduate researchers and
established university-industry partnerships generating $250K in
additional research funding
- Executed complex multi-faceted quantitative analytics challenges requiring in-depth evaluation of multiple factors including market dynamics and regulatory requirements for telecom operations
- Developed Power BI dashboards and Tableau visualizations for executive reporting, serving 10M+ customers with real-time analytics and performance tracking
- Led requirements gathering sessions with business stakeholders, creating user stories and solution designs for large-scale analytics projects
- Implemented SAS and SQL-based control reporting systems for operational risk management and compliance monitoring with 99.9% uptime
- Collaborated with development teams through full SDLC including testing, validation, and deployment of business intelligence solutions
- Designed and implemented quantitative analytics solutions for operational risk assessment and performance monitoring across 300+ healthcare providers
- Built performance-based reporting systems using SQL and advanced analytics, achieving 85% prediction accuracy for risk models saving $2M+ annually
- Conducted requirements analysis and solution architecture for complex business challenges involving regulatory compliance and policy adherence
- Developed automated business intelligence reports using SAS and SQL for operational control reporting and performance monitoring
- Managed stakeholder relationships and consulted on strategic initiatives requiring quantitative analysis and business intelligence solutions
- Led quantitative analytics projects for global product demand forecasting affecting $50B+ in annual revenue using advanced statistical methods
- Executed requirements gathering, solution design, and testing for enterprise-scale business intelligence initiatives processing terabytes of data
- Developed Tableau and SQL-based analytics solutions processing customer data from 40+ countries with focus on performance reporting
- Collaborated with international development teams to deliver innovative analytics solutions following BA best practices including user stories and stakeholder management
- Created comprehensive business intelligence infrastructure through advanced dashboard development and data visualization for executive reporting
Key Technical Projects
- Built real-time automated algorithmic trading platform with advanced risk management and probabilistic neural networks
- Implemented dynamic multi-asset rotation strategy (EUR/USD, GBP/USD, USD/JPY) with 15-minute rebalancing
- Achieved live execution with OANDA API using WebSocket streaming and REST fallback with verified 28.4% annual returns
- Built comprehensive risk assessment platform (React.js, Node.js, PostgreSQL) serving 200,000+ users with real-time monitoring
- Developed automated bias detection algorithms achieving 95% accuracy across demographic groups
- Implemented microservices architecture with CI/CD deployment, leading to 30% reduction in AI incidents
- Developed bidirectional LSTM with multi-head attention achieving 5μs latency for real-time market prediction
- Implemented advanced feature engineering and ensemble methods resulting in 23.7% returns with 92% accuracy
- Deployed GPU-accelerated inference pipeline using PyTorch and CUDA for ultra-low latency execution
Education & Elite Academic Excellence
Academic Excellence Focus:
Portfolio Optimization, Risk Management, Algorithmic Trading,
Quantitative Finance, and Systematic Alpha Generation with
institutional-grade methodology.
Recognition: Outstanding Research in Quantitative Finance (2022), Academic Excellence Award.
Foundation Excellence:
Mathematical Modeling, Statistical Analysis, Engineering
Problem-Solving, and Systems Integration with focus on healthcare
technology applications.
Professional Certifications & Industry Recognition
🚀 AI Solution Architect Certificate with Distinction
ELVTR | 2024-2025 | Top 5% of Cohort | Enterprise AI Systems & Strategy
🏆 Robert Pittman Fellowship in AI for Health Systems
Academic Medical Center | 2018 | Prestigious research fellowship for AI innovation in healthcare
☁️ Microsoft Certified: Data Scientist Associate
Microsoft | 2020 | Azure ML, Python, Data Science, Machine Learning
🔧 Oracle Cloud Infrastructure Architect Associate
Oracle | 2022 | Cloud Architecture, Enterprise Systems, Infrastructure
🤖 AI 2030 Global Fellow
International AI Governance Program | 2024 | Global AI policy and ethical implementation
💻 NPower Full Stack Developer Bootcamp
NPower | 2025 | 20-week intensive program (Python, React.js, Node.js, MongoDB, CI/CD)
Publications, Patents & Thought Leadership
📚 Peer-Reviewed Publications (7)
"Quantum Optimization in Portfolio
Management" (2024) • "Responsible AI in Regulated Industries" (15K+
views) • "Deep Learning for Clinical Decision Support" (2022)
🔬 Patent Applications (8)
Medical AI Systems • Quantitative Finance Algorithms • Healthcare Predictive Analytics • Enterprise AI Automation
🎤 Speaking Engagements
AI Summit 2024 Keynote • QuantCon
2023 Featured Speaker • Healthcare AI Conference Panel Moderator • MIT
Technology Review Contributor
🌐 Open Source Contributions
Hugging Face Hub (50K+ downloads) • LangChain Framework • QuantLib Enhancement • PyTorch Healthcare Utilities
ELVTR AI Engineer/Solution Architect
Deployed AI models and automated solutions for business challenges | 2024-2025
Multiverse Advanced Data Analytics Apprenticeship
Statistical analysis and data visualization | 2022-2023
Microsoft Certified: Data Scientist Associate
Advanced machine learning and statistical modeling | 2020