Built NeMo AI Ecosystem with Parakeet ASR, TitaNet speaker embeddings, and Gemma LLM - 12K lines integrating AR glasses, IoT hub, and smart home devices.
Backend & APIs
FastAPI (async REST + WebSocket endpoints)
Python 3.10+ (type hints, async/await)
SQLite + AES-256 encryption
JWT authentication + RBAC
Middleware (rate limiting, security headers)
Architected 30+ FastAPI endpoints with role-based auth, audit logging, and 100% speaker-based data isolation for multi-tenant security.
M.S. Software Engineering (AI) • WGU
AI Specialization Track
Machine Learning Systems Design
Enterprise Architecture Patterns
Production ML Deployment
Completed graduate coursework in AI systems, neural networks, and production ML deployment strategies. Applied learning to build enterprise-grade voice AI platform.
DevOps & Infrastructure
Docker (multi-stage builds, GPU passthrough)
CUDA 12.1 and GPU optimization
Linux system administration
CI/CD pipelines (GitHub Actions)
Health checks and monitoring
Built 3-stage production Dockerfile with CUDA wheel compilation, GPU passthrough, and automated health checks for deterministic deployment.
IoT & System Integration
AR wearables (Even Reality glasses SDK)
Smart home orchestration (VoiceMonkey, Alexa)
Multi-platform connectivity (Android, Web)
REST API integration and WebSocket streaming
Real-time telemetry and device control
Integrated AR glasses, Flutter mobile app, IoT hub, and smart home devices into unified voice-controlled ecosystem with sub-second latency.
Frontend & Mobile Development
Flutter (Android app development)
Next.js dashboard (analytics)
Responsive design (HTML5, CSS3, JavaScript)
Mermaid.js diagrams and visualizations
UI/UX best practices
Built Flutter Android app with full NeMo system integration, real-time audio streaming, and AR glasses control interface.
Security & Architecture
Role-based access control (RBAC)
AES-256 encryption and bcrypt hashing
JWT authentication and session management
Audit logging and compliance
Microservice architecture patterns
Implemented enterprise-grade security with 100% speaker-based data isolation, encrypted storage, and comprehensive audit trails for multi-tenant system.
Telecom & Network Foundation
5G/LTE protocol analysis and troubleshooting
Samsung flagship device validation
Fiber optics (OTDR, splicing, termination)
Lean Six Sigma Green Belt (process optimization)
Telecom background provided systems thinking and precision engineering mindset that transitioned into software development and AI architecture.
Flagship Project: NeMo AI Ecosystem
12,000+ lines of production Python code
Real-time ASR with NeMo Parakeet + speaker ID
Gemma 3 4B LLM with RAG context
AR glasses + IoT hub + smart home integration
Docker deployment with GPU optimization
Enterprise security and multi-tenant architecture
Complete voice-controlled life automation system integrating enterprise AI, AR wearables, and IoT devices. Showcases scalable engineering, GPU optimization, and full-stack product development.