Bridging AI innovation with practical business solutions. Expert in technical discovery, rapid prototyping, and building AI-native products that transform how people work. From ideation to delivery—I translate complex technical possibilities into tangible business outcomes.
Lead client ideation sessions, translating business goals into scoped, resourced architectures. Expert at rapid prototyping and creating technical proposals that reduce risk and accelerate decisions.
Hands-on experience with foundation models (OpenAI, Gemini, Claude), agentic workflows, and production deployments. Built with Cursor and multi-agent frameworks—I practice what I preach.
Bridge technical complexity with business clarity. From C-suite to engineers, I translate AI possibilities into tangible outcomes that drive revenue, efficiency, and innovation.
Delivering measurable results through AI innovation
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
Proven track record in technical discovery, rapid prototyping, and client success
Led 500+ technical discovery sessions, creating architectural proposals that resulted in $10M+ in projects. Expert at identifying risks early and creating actionable roadmaps.
From ideation to working demo in days, not weeks. Using Cursor and multi-agent frameworks, I deliver POCs 60% faster through reusable patterns and accelerators.
100% client satisfaction on technical presentations. Bridge the gap between innovative AI ideas and practical, deliverable solutions that drive real business value.
Crystal clear expertise in AI/ML applications, from NLP and computer vision to agents and LLMs. Expert at identifying when and how AI should be utilized for maximum business value.
Guide DS teams on technology selection, architecture patterns, and implementation strategies. Deep understanding of MLOps, model deployment, and production-scale AI systems.
Expert in designing and implementing AI agents, understanding orchestration patterns, tool usage, and how agents integrate into business workflows for autonomous operations.
Stay ahead of industry trends, evaluating emerging technologies and providing strategic recommendations on adoption, integration, and business impact.
Excel at working with PMs and business stakeholders to identify AI opportunities, define requirements, and deliver solutions that create tangible customer value.
Deep knowledge of Model Context Protocols, security patterns, and authorization frameworks. Ensure AI systems are secure, compliant, and properly integrated.
Built with Cursor 🔥 • Multi-Agent Frameworks 🤖 • Real Business Impact 📈
From rapid prototypes to production deployments—showcasing pre-sales to delivery excellence
Multi-model AI orchestration platform that runs GPT-4, Gemini, and Claude in parallel for consensus-based responses. Built with Cursor using multi-agent patterns.
Persistent context management system for AI agents. Enables stateful conversations with 10x effective context window through intelligent memory patterns.
Model Context Protocol server for comprehensive SEO analysis
Advanced MCP server providing comprehensive SEO analysis tools with support for SERP data, keyword research, and competitive analysis.
Cloud-native RDS data synchronization platform
Enterprise-grade data synchronization platform built on Google Cloud Platform for real-time RDS replication.
Python toolkit for Metabase API integration
Comprehensive Python library for interacting with Metabase's API, enabling workflow automation.
Mobile app for golf course navigation and analytics
Cross-platform mobile application for golfers featuring real-time GPS tracking and course mapping.
Marine ecosystem monitoring platform
IoT-enabled platform for real-time marine ecosystem monitoring and conservation efforts.
Point-of-sale training platform
Interactive training platform for point-of-sale systems with comprehensive retail staff education.
Continuously building with AI & multi-agent systems
Working on document data extraction with NLP, self-service chatbots, and mobile shelf-tag maintenance applications.
Your requirements aligned with my proven expertise
Ready to leverage AI/ML for strategic business transformation? Let's discuss how I can guide your team to success.