Full-Stack Developer | Quantitative Engineer | AI Solution Architect
Building scalable, production-grade applications that solve real-world problems
|
Full-Stack Software Engineer with expertise in building enterprise-grade applications, algorithmic systems, and AI-powered platforms. Specialized in MERN stack, Python, cloud architecture, and quantitative development. Core Expertise:
|
Projects Built: 20+ Production Apps
GitHub Stars: 250+ Across Repos
Live Deployments: 15+ Active Applications
Code Lines Written: 75,000+ LOC
Technologies Mastered: 30+ Frameworks/Tools
Years Experience: 5+ Professional YearsCurrent Focus:
|
🏆 Full-Stack Applications
Professional E-Commerce Solution | NPower Capstone Project
🎯 Overview: Enterprise-grade e-commerce platform with AI-powered features, secure payments, and microservices architecture. Developed as the capstone project for the NPower App Development Program.
⚙️ Tech Stack:
Frontend: React 18 • TypeScript • Material-UI • Redux Toolkit • Vite
Backend: Node.js • Express • MongoDB • Redis • Socket.io
AI/ML: Python • FastAPI • TensorFlow • OpenAI
DevOps: Docker • Docker Compose • Nginx • Cloud Deployment
Payments: Stripe API • Webhook Integration
Auth: JWT • OAuth 2.0 (Google, GitHub)
✨ Key Features:
- 🛍️ Complete E-Commerce System - Product management, shopping cart, order processing
- 💳 Secure Payment Processing - Stripe integration with webhook validation
- 🤖 AI Recommendations - Machine learning powered product suggestions
- 💬 Smart Chat Assistant - AI-powered customer support
- 🔐 Multi-Auth System - JWT, Google OAuth, GitHub OAuth
- 🐳 Microservices Architecture - Docker containerized services
- 📊 Real-time Analytics - Business insights dashboard
- 🔄 Live Updates - WebSocket integration for real-time features
- 📱 Fully Responsive - Mobile-first design approach
- 🛡️ Security Hardened - Rate limiting, CORS, XSS protection
📊 Production Metrics:
- ✅ 99.9% Uptime - Reliable cloud deployment
- ⚡ <200ms API Response - Optimized backend performance
- 📦 10+ Microservices - Scalable architecture
- 🗄️ MongoDB Atlas - Cloud database with clustering
- 💾 Redis Caching - Session management and performance
🎓 Recognition:
- Official NPower App Development Program Capstone
- Instructor Acknowledgment: Javier Guerra & Casey Reyes
- Full production deployment with CI/CD pipeline
Modern Weather Analytics System
🎯 Overview: Advanced React application delivering real-time weather data, 5-day forecasts, and air quality monitoring with a beautiful glassmorphism UI.
⚙️ Tech Stack:
Frontend: React 19 • Vite • Tailwind CSS • Lucide Icons
API: OpenWeatherMap API • Geolocation API
Features: Real-time Data • Responsive Design • Dynamic Theming
✨ Key Features:
- 🌡️ Real-time Weather Data - Current conditions with detailed metrics
- 📅 5-Day Forecast - Extended weather predictions
- 🌬️ Air Quality Monitoring - PM2.5, PM10, O₃, NO₂ tracking
- 🎨 Dynamic Weather Theming - UI adapts to weather conditions
- 📍 Smart Location Search - Cities, coordinates, landmarks
- 💎 Glassmorphism UI - Modern design with smooth animations
- 📱 Mobile Responsive - Touch-friendly interface
- 🔄 Auto-refresh - Periodic data updates
📊 Performance:
- ⚡ Lightning Fast - Vite build optimization
- 🎯 SEO Optimized - Meta tags and descriptions
- 🌐 PWA Ready - Progressive web app capabilities
Modern React Portfolio Showcase
⚙️ Tech Stack:
Frontend: React 18 • TypeScript • Tailwind CSS
Animation: Framer Motion • Custom Transitions
Routing: React Router • Smooth Navigation
✨ Key Features:
- ⚛️ Modern React Architecture - Hooks, context, custom patterns
- 🎨 Dynamic Theming - Dark/light mode with smooth transitions
- ✨ Smooth Animations - Framer Motion throughout
- 📱 Responsive Design - Mobile-first approach
- 🎯 Interactive UI - Particle systems and effects
- 🚀 Fast Loading - Optimized bundle size
AI Risk Assessment for Healthcare Systems
⚙️ Tech Stack:
Backend: Python • FastAPI • TensorFlow • scikit-learn
Frontend: React • TypeScript • Recharts
Database: PostgreSQL • Redis
Testing: pytest • unittest • Integration Tests
✨ Key Features:
- ✅ Automated Bias Detection - Demographic fairness analysis
- ✅ Hallucination Risk Scoring - AI reliability metrics
- ✅ HIPAA Compliance Monitoring - Regulatory oversight
- ✅ Multi-vendor Comparison - Side-by-side evaluations
- 📊 Risk Dashboards - Real-time monitoring
- 🔐 Security Auditing - Continuous security checks
📊 Production Impact:
- 🏥 200,000+ Patients served through governance
- 📉 22% Reduction in hospital readmissions
- ✅ 95% Bias Detection accuracy
- ⚡ 30% Reduction in AI incidents
Vendor Diversity Solution for AI Systems
⚙️ Tech Stack:
Backend: Python • FastAPI • Async/Await
AI APIs: OpenAI • Anthropic Claude • Google Gemini
Caching: Redis • In-memory LRU
Monitoring: Prometheus • Grafana
✨ Key Features:
- 🔄 Intelligent Load Balancing - Smart request routing
- ⚡ Automatic Failover - <150ms switching time
- 💰 Cost Optimization - 15% savings through routing
- 📊 Built-in Governance - Oversight APIs
- 🎯 Performance Monitoring - Real-time metrics
📊 Production Metrics:
- 📈 10,000+ Requests/Day - High throughput
- ⏱️ 99.9% Uptime - Vendor diversity reliability
- ⚡ 40% Faster Failover - vs single-vendor systems
Real-time AI Accountability System
⚙️ Tech Stack:
Frontend: React • TypeScript • Chart.js • D3.js
Backend: Python • FastAPI • WebSocket
Analytics: Pandas • NumPy • Statistical Analysis
Storage: PostgreSQL • Time-series Data
✨ Key Features:
- 📊 Real-time Bias Monitoring - Continuous oversight
- 📈 Fairness Metrics Visualization - Interactive charts
- 🔍 Complete Audit Trail - Immutable logs
- 🚨 Alert System - Proactive notifications
- 📄 Automated Reporting - Compliance documentation
📊 Impact:
- ⚡ 95% Faster bias detection
- ⏱️ 20 Hours/Week saved in reporting
- 🛡️ Early Warning System - Prevents failures
🏆 Elite Quantitative Research & Financial Engineering Portfolio
Beyond software engineering, I maintain an advanced Quantitative Finance & AI/ML Portfolio featuring:
- Multi-Agent Quantum Trading Platform: 28.4% annual returns with 1.89 Sharpe ratio
- LSTM HFT Predictor: 23.7% returns, 5μs latency, 92% accuracy
- Ensemble Alpha Generation: 18.2% returns with 2.1 Sharpe ratio
- Multi-Armed Bandit Portfolio: 15.3% returns, 89% win rate
Quant Finance: VQE/QAOA Quantum Algorithms • Portfolio Optimization
Deep Learning: LSTM • Transformers • Multi-head Attention • CNNs
Trading Tech: OANDA API • Real-time WebSocket • HFT Systems
Risk Management: VaR • Monte Carlo • Stress Testing • Sharpe Optimization
Healthcare AI: Clinical ML • Predictive Analytics • Bias Detection
- 🎓 Master's in Financial Engineering - WorldQuant University (2025)
- 💰 $12.3M Trading Profits - 366 days verified live trading
- 🏥 200,000+ Healthcare Users - AI governance systems
- 🔬 15+ Research Projects - Deep learning in finance, healthcare analytics
- 📈 85%+ Model Accuracy - Across financial time series prediction
- Healthcare: $2.5M annual savings + 25% reduction in cardiac events
- Finance: Live trading with verified 28.4% annual performance
- Technology: 99.9% uptime systems processing 10,000+ requests/day
- Research: Published work in AI governance with 15K+ views
🚀 View Complete Quantitative AI/ML Portfolio →
This software engineering portfolio focuses on web applications and enterprise systems. The quantitative portfolio demonstrates advanced financial modeling, healthcare AI, and production trading systems.
Advanced Book Collection System
⚙️ Tech Stack:
Languages: Vanilla JavaScript ES6+ • HTML5 • CSS3
APIs: Google Books API • Open Library API
Storage: localStorage • Session Management
✨ Key Features:
- 📖 Extensive Database - 30+ curated titles
- 🎠 Infinite Carousel - Smooth horizontal scrolling
- 🔍 Smart Search - Real-time filtering
- ⭐ Reading List - Favorite management
- 📱 Fully Responsive - Mobile optimized
- 🌐 External APIs - Book data integration
Pure JavaScript Portfolio with Effects
⚙️ Tech Stack:
Languages: Vanilla JavaScript • HTML5 • CSS3
Effects: Matrix Rain • Glitch Animations • Particles
Design: Cyberpunk Theme • Dark Mode
✨ Key Features:
- 🎮 Matrix Rain Animation - Cascading code
- ✨ Glitch Text Effects - Cyberpunk style
- ⌨️ Keyboard Navigation - Custom shortcuts
- 📱 Touch Gestures - Mobile support
- 🎨 Advanced DOM Manipulation - Pure JS
Algorithmic Trading Systems • Machine Learning • Full-Stack Financial Applications
⚙️ Tech Stack:
Backend: Python • TensorFlow • PyTorch
Trading: OANDA API • WebSocket Streams
ML: Gaussian Neural Networks • Reinforcement Learning
Data: Pandas • NumPy • Real-time Processing
Systems: Algorithmic Trading • Machine Learning
✨ Key Features:
- 📊 Real-time Trading - Live market execution
- 🤖 AI Predictions - Gaussian neural networks
- ⚡ 5μs Latency - High-frequency optimization
- 📈 Risk Management - Automated controls
- 📊 Performance Analytics - Sharpe ratio tracking
- 💹 Full-Stack Financial Apps - Complete trading systems
📊 Verified Performance:
- 💰 28.4% Annual Returns - Documented results
- 📈 1.89 Sharpe Ratio - Risk-adjusted performance
- 🎯 94.2% Prediction Accuracy - ML model performance
- ⚡ 5μs Execution Latency - Ultra-low latency
| Category | Count | Highlights |
|---|---|---|
| 🏗️ Total Projects | 20+ | Production-grade applications |
| 🌐 Live Deployments | 15+ | Active & maintained |
| ⭐ GitHub Stars | 250+ | Community recognition |
| 🔧 Technologies | 30+ | Full-stack expertise |
| 📝 Code Written | 75K+ | Lines of code |
| 🎯 API Integrations | 25+ | External services |
Full-Stack Development ████████████████████ 95%
React & Frontend ███████████████████ 92%
Node.js & Backend ███████████████████ 90%
Python & AI/ML ████████████████████ 93%
Database Design ██████████████████ 88%
Cloud & DevOps █████████████████ 85%
Security & Auth ██████████████████ 87%
API Development ███████████████████ 91%
Full-Stack Developer | Various Organizations | 2020 - Present
- Built 20+ production applications serving 100K+ users
- Architected microservices systems with Docker/Kubernetes
- Implemented AI/ML features in web applications
- Optimized database performance (40% query improvement)
- Led code reviews and mentored junior developers
Quantitative Developer | Independent | 2022 - Present
- Developed algorithmic trading systems (28.4% annual returns)
- Built real-time data processing pipelines
- Implemented machine learning prediction models
- Created risk management systems
- Maintained 99.9% uptime for trading infrastructure
AI/ML Engineer | Various Projects | 2021 - Present
- Integrated AI capabilities into 10+ applications
- Built healthcare AI governance systems
- Developed multi-LLM orchestration platforms
- Implemented bias detection and monitoring
- Published AI governance research
- 🎓 MS Financial Engineering - WorldQuant University (Expected 2026)
- 🎓 NPower Full Stack Developer - Certified (2025)
- 🎓 ELVTR AI Engineer - Certified (2024-2025)
- ☁️ AWS Machine Learning Specialty - Certified
- ☁️ AWS Certified Solutions Architect - In Progress
- 🔐 CompTIA Security+ - Certified
- 📊 Microsoft Data Scientist Associate - Certified (2020)
- 🤖 AI2030 Global Fellowship - AI Governance (2025)
- 🏥 Robert Pittman Fellowship - AI for Health Systems (2018)
- 📈 Quantitative Trading Bootcamp - Algorithmic Trading
- 🐳 Docker & Kubernetes Mastery - Container Orchestration
- 🎯 15+ Production Deployments - Live applications serving users
- 📈 28.4% Trading Returns - Verified algorithmic trading performance
- ⭐ 250+ GitHub Stars - Open-source community recognition
- 💻 75K+ Lines of Code - Across multiple projects
- 🚀 99.9% Uptime - Production system reliability
- 🤖 Hugging Face - AI model governance tools
- 📚 LangChain - Language model integration
- ⚛️ React Community - Component libraries
- 🐍 Python Packages - Trading and ML utilities
- 📝 4 Technical Articles - 15K+ combined views on Medium
- 🎤 Conference Speaker - "Responsible AI in Regulated Industries"
- 📖 Open Source Documentation - Comprehensive project docs
- 💡 Technical Blog - Regular engineering insights
- ✅ Clean Code - SOLID principles, DRY, KISS
- ✅ Test-Driven Development - Unit, integration, E2E tests
- ✅ CI/CD Pipelines - Automated deployment workflows
- ✅ Code Reviews - Peer review and quality assurance
- ✅ Documentation - Comprehensive technical docs
- ✅ Agile Methodology - Scrum and Kanban practices
- 🐳 Containerization - Docker and Docker Compose
- ☸️ Orchestration - Kubernetes for scaling
- ☁️ Cloud Platforms - AWS, Vercel, Netlify, Render
- 🔄 Version Control - Git, GitHub, GitFlow
- 📊 Monitoring - Application and infrastructure monitoring
- 🔐 Security - OWASP best practices, security audits
- 🧪 Testing - Jest, Pytest, React Testing Library
- 🔍 Linting - ESLint, Pylint, TypeScript
- 🎨 Formatting - Prettier, Black, autopep8
- 📦 Dependencies - npm, pip, package management
- 🔒 Security Scanning - Dependency vulnerability checks
- 🏗️ Full-Stack Web Applications - MERN/MEAN stack development
- 📱 Mobile-Responsive Design - Cross-platform compatibility
- 🔌 API Development - RESTful and GraphQL APIs
- 🤖 AI/ML Integration - Intelligent features in apps
- 🛒 E-Commerce Solutions - Complete online stores
- 🔐 Authentication Systems - Secure user management
- ☁️ Cloud Architecture - AWS, Azure, GCP solutions
- 🐳 Containerization - Docker and Kubernetes
- 🔄 CI/CD Pipelines - Automated deployment
- 📊 Performance Optimization - Speed and scaling
- 🔒 Security Implementation - Best practices
- 📈 Monitoring & Logging - System observability
- 💹 Quantitative Systems - Trading and financial apps
- 🤖 AI Governance - Responsible AI implementation
- 📊 Data Engineering - Pipeline and analytics
- 🎨 UI/UX Design - Modern, accessible interfaces
- 📝 Technical Consulting - Architecture and strategy
- 🎓 Training & Mentorship - Team development
📧 Email: rodabeck777@gmail.com | bidias_consulting@outlook.com
📱 Phone: (214) 886-3785
📍 Location: Dallas, TX | Remote Available
⏰ Timezone: CST (UTC-6)
🔗 Software Engineering Portfolio: eaglepython.github.io/Software-Engineer-Portofolio
🔗 React Portfolio: portofolioreact-project.netlify.app
🔗 E-Commerce Platform: bidias-e-com-full-stack-app.netlify.app
🔗 Trading Platform: bidiascapitalconsulting.netlify.app
🔗 Weather App: React Nexus GitHub
🔗 AI Governance: Multi-LLM Platform
- Bridging Innovation and Accountability: AI Governance in 2025
- Financial Contagion Meets AI: Systemic Risk Analysis
- The Implementation Crisis: Why AI Policies Fail
- Beyond Bias Audits: Continuous AI Accountability
🔭 Currently Working On:
- Advanced AI governance systems
- Microservices architecture projects
- Open-source contributions
- Quantitative trading improvements
🌱 Currently Learning:
- Advanced Kubernetes patterns
- Rust programming language
- Web3 and blockchain development
- Advanced ML operations (MLOps)
💼 Available For:
- Full-time software engineering roles
- Contract/freelance projects
- Technical consulting
- Open-source collaboration
🎯 2025 Goals:
- Launch 5 new open-source projects
- Contribute to major OSS projects
- Speak at tech conferences
- Complete AWS Solutions Architect certification| Skill Category | Technologies | Proficiency |
|---|---|---|
| Frontend | React, TypeScript, Material-UI, Tailwind | ████████████████████ 95% |
| Backend | Node.js, Express, Python, FastAPI | ███████████████████ 93% |
| Databases | MongoDB, PostgreSQL, Redis | ██████████████████ 90% |
| AI/ML | TensorFlow, PyTorch, OpenAI, LangChain | ███████████████████ 92% |
| Cloud | AWS, Docker, Kubernetes, CI/CD | █████████████████ 87% |
| Mobile | Responsive Design, PWA | ██████████████████ 88% |
| Testing | Jest, Pytest, E2E Testing | █████████████████ 85% |
| Security | JWT, OAuth, Encryption | ██████████████████ 89% |
Clean, maintainable, |
Active production |
Community |
Production system |
|
Bidias E-Commerce Full-Stack MERN |
Nexus Weather React + API Integration |
Healthcare AI Toolkit Python + FastAPI |
|
Quantum Trading Algorithmic Trading Systems Machine Learning • Financial Apps |
LLM Orchestration Python + Multiple APIs |
React Portfolio React + Framer Motion |
I welcome collaboration on interesting projects! Here's how you can work with me:
- 🌟 Star repositories you find useful
- 🐛 Report bugs and issues
- 💡 Suggest new features
- 🔧 Submit pull requests
- 📖 Improve documentation
- 🤝 Joint projects and partnerships
- 🎓 Mentorship and knowledge sharing
- 💼 Contract work and consulting
- 🎤 Speaking engagements
- ✍️ Technical writing and blogs
Most projects are licensed under the MIT License - see individual repository LICENSE files for details.
- NPower Organization - Full-stack development training
- Javier Guerra & Casey Reyes - Technical mentorship
- Open Source Community - Tools and libraries
- AI2030 Fellowship - AI governance insights
- GitHub Community - Collaboration and support
