Solutions Architect with 10+ years driving enterprise AI/ML implementations. Specializing in cloud architecture, solution design, and building scalable systems that transform business operations. From discovery to deployment—architecting the future of enterprise technology.
Expert in designing scalable, cloud-native architectures. Lead technical discovery sessions, create architectural proposals, and bridge business requirements with technical solutions.
Hands-on experience implementing AI/ML solutions at scale. Built chatbots with 85% first-contact resolution, automated workflows, and ML-powered systems across enterprise environments.
10+ years architecting cloud solutions on AWS and GCP. Expert in microservices, containers, serverless architectures, and building systems that scale across 500+ locations.
Deep expertise integrating Point of Sale systems with cloud infrastructure. Built unified data platforms handling exports from 500+ locations, orchestrating API flows to multiple 3rd parties through intelligent routing.
Delivering measurable results through solution architecture
Lead technology and operations for multi-branch retail IT services company. Spearheaded AI chatbot implementation with 85% first-contact resolution, deployed AI-driven training platform on AWS, and automated processes reducing ticket resolution by 50%. Established AI Focus Group and drove adoption across 20+ branches.
Led operational improvements by integrating payroll and inventory systems. Implemented cost control measures reducing waste by 10% and managed financial planning initiatives for improved cost management.
Developed innovative promotional strategies generating over $1 million in sales during major events. Managed budgets, performed P&L analysis, and enhanced operational efficiency through quality control measures.
MBA - Master of Business Administration
BS - Bachelor of Computer Science
Developed proprietary AI chatbot integrated across all support channels, achieving 85% first-contact resolution in just 6 months.
Deployed Moodle LMS on AWS EC2 with AI content generation, automatically converting technical docs into interactive courses.
Automated project lifecycles using Python and n8n, integrating vTiger CRM with support systems for 50% faster resolution.
Migrated operations to AWS WorkSpaces with custom MFA solution, enabling secure remote work across 20+ branches.
Currently developing NLP-powered invoice processing system for automated billing data extraction and processing.
Building mobile app for electronic shelf-tag maintenance and self-service chatbot for natural language data queries.
Enterprise-scale solutions architecture for retail technology ecosystems across 500+ locations
Challenge: Multiple 3rd party integrations requiring individual exports from each store location, creating maintenance nightmares and data inconsistency.
Solution: Architected centralized export hub on GCP—stores export once to single endpoint, Cloud Run services intelligently route data to all 3rd parties via Pub/Sub queuing system.
Stack: Cloud Run • Pub/Sub • Storage Buckets • Secret Manager • RESTful APIs
Impact: 500+ locations, single maintenance point, auto-scaling, secure credential management
Challenge: Reactive support model—waiting for device failures (printers, scanners, payment terminals) causing downtime and lost revenue.
Solution: Built ML pipeline analyzing peripheral device logs in real-time. Pattern recognition identifies early failure indicators, triggers proactive maintenance before customer impact.
Stack: Vertex AI • BigQuery ML • Cloud Functions • Log Analytics • Predictive Models
Impact: 60% reduction in device downtime, shift from reactive to predictive maintenance
Challenge: 500+ sites using inconsistent tool versions and configurations, causing support complexity and security vulnerabilities.
Solution: Designed cloud-based configuration management system. Central control plane pushes standardized tool configs, updates, and security policies to all sites automatically.
Stack: Cloud Storage • Firebase Realtime Database • Auto-update Scripts • Version Control
Impact: 100% tool standardization, 75% reduction in config-related issues, instant security updates
Click on any project card to learn more about the AI and automation technologies used
TypeScript • React • AI
Click to learn more →Multi-tenant SaaS platform that captures and replicates brand voices for content creation. Creates "voice fingerprints" using AI to generate brand-consistent content at scale.
GPT-5 • Socratic Learning • RAG
Click to learn more →Personal AI tutoring platform for my children, grounded in their actual school curriculum. Uses GPT-5 with Socratic methodology to adapt to each child's unique learning style and pace.
Python • SDK • Memory Bank
Click to learn more →Centralized Memory Bank for AI development agents to share project context. Prevents context loss between sessions with semantic search and code intelligence.
TypeScript • MCP • DataForSEO
Click to learn more →Model Context Protocol server enabling LLMs to interact with SEO APIs. Performs keyword research, backlink analysis, and SEO tasks through natural language.
Python • GCP • Pub/Sub
Click to learn more →Hybrid data pipeline extracting store-level data to GCP. Features store agents, API Gateway, and Cloud Run services for scalable data processing.
Python • SDK • GitOps
Click to learn more →Python SDK & CLI for programmatically managing Metabase. Features declarative YAML manifests and idempotent operations for GitOps workflows.
Next.js • TypeScript • GPS
Click to learn more →Free web-based golf GPS app using browser geolocation. Provides distances to greens using OpenStreetMap data and Leaflet maps.
React • Flask • BigQuery
Click to learn more →Restaurant operations platform integrating POS, marketing, and scheduling. Features AI agents for development and real-time WebSocket notifications.
LMS • AI Training • Retail
Click to learn more →Educational platform teaching POS industry fundamentals and AI skills. Automated course generation from technical documentation.
AI • Automation • Innovation
Click to learn more →Currently working on document data extraction with NLP, self-service chatbots, and mobile shelf-tag maintenance applications.
Ready to transform your business with scalable, cloud-native architectures?