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Work Background
Principal Cloud AI/ML Solutions Architect
QBurstPrincipal Cloud AI/ML Solutions Architect
Jul. 2024 - Mar. 2025• Designed and deployed collaborative, mission-critical multi-agent systems using ChatGPT, Claude, Grok, Gemini, Llama 2b, Vertex AI, and other open-source LLMs for autonomous task orchestration and problem-solving. • Optimized operations by integrating Advertising Technology solutions like SAP, BigQuery, and Vanderlande WMS, enhancing campaign workflows. • Delivered production-grade AI services, ensuring scalability, reliability, and security at every stage of the deployment pipeline. • Utilized advanced AI tools including OpenAI, Vertex AI, Claude, and Llama 2b to construct multi-agent systems and integrate LLMs into mission-critical workflows. • Achieved a 79% reduction in LLM token usage and a 74% decrease in latency through Chain-of-Draft (CoD) reasoning. • Utilized advanced Machine Learning Engineering techniques to fine-tune LLMs for consistent, on-brand messaging across channels. • Leveraged vector search routing to enhance efficiency and mitigate hallucinations in AI responses. • Created an innovative "recipe-to-cart" system, streamlining the customer experience. • Developed NLP-to-SQL and web scraping tools to automate workflows and empower data-driven decision-making. • Strengthened API security using Apigee Gateway, Cloud Armor, and Model Armor, preventing exploitation and safeguarding systems. • Utilized Docker containers for scalable, high-performance, and portable deployments. • Collaborated with product managers and DevOps teams to deliver end-to-end solutions aligned with enterprise objectives, reducing projected development timelines by 14 months.
Principal Cloud Solutions Architect & Development Manager
Converge Technology Solutions Corp.Principal Cloud Solutions Architect & Development Manager
Apr. 2023 - Jun. 2024United States• Delivered an 83% automation rate in ETL/migration processes using Azure OpenAI and generative orchestration. • Designed reusable components leveraging cutting-edge AI tooling like prompt optimization pipelines and reinforcement learning agents. • Architected LLM-powered AI agent networks (GPT-4, Claude, Grok, Gemini, Llama, Mistral) to enable cross-agent collaboration and autonomous task execution. • Created multi-agent AI systems that reduced onboarding and training inquiries by 48%. • Built self-optimizing LLMs and SLMs utilizing reinforcement learning to streamline long-running ETL workflows. • Advised C-suite on AI strategies aligned to key business outcomes, while shaping architecture vision and long-term strategy across teams.
Principal Software Engineer
OTR SolutionsPrincipal Software Engineer
Jan. 2021 - Apr. 2023Roswell, Georgia, United States• Developed an Azure OCR-driven invoice pipeline, improving accuracy by 86.5% • Slashed invoice batch processing time from 20+ minutes to 8 seconds with parallel processing techniques. • Established coding standards and developed reusable libraries, enhancing development efficiency and reducing onboarding time for new developers by 70%. • Mentored cross-functional teams in scalable Software Engineering and Cloud Architecture practices, enhancing development standards and efficiency through modern software design patterns and principles.
Senior Software Engineer
Georgia-Pacific LLCSenior Software Engineer
Jun. 2020 - Jan. 2021Atlanta Metropolitan Area• Optimized database performance by 247%, enhancing productivity for a global pulp/paper giant • Co-developed a SPA website to streamline shipping processes for lumber and paper products
Lead Architect
Griffin Solutions GroupLead Architect
Jan. 2015 - Apr. 2020Alpharetta, GA• Directed a multi-year transition to cloud infrastructure, enhancing scalability for enterprise solutions. • Spearheaded migration of on-premises systems to AWS, optimizing deployment processes. • Led development of an Android warehouse management system, boosting operational workflows.
Senior Software Engineer
Amazon : Fabric.com a SubsidiarySenior Software Engineer
Oct. 2013 - Dec. 2014Kennesaw, GA
Senior Software Engineer
Scientific GamesSenior Software Engineer
Oct. 2011 - Oct. 2013Complex end-to-end, multi-layered software solutions including web, desktop, and service interfaces. My focus is on Microsoft based technologies; including, but not limited to asp.net, c#.net, Winforms, MVC 4, WCF, Web Api, and SQL Server.
Senior Software Engineer | Contractor
US ArmySenior Software Engineer | Contractor
May. 2010 - Oct. 2011Full SDLC implementation of web, desktop, and service-based software solutions utilizing Microsoft .Net technologies and Agile methodology concepts. Currently holds an intermittent secret clearance.
Senior Software Engineer
TEK SystemsSenior Software Engineer
Jan. 2010 - Dec. 2011Worked with a team of 13 on the redesign and rewrite of the US Army Reserves RLAS system. The RLAS application facilitates all administrative, financial and HR aspects of the USAR. Previously a VB 6 application, our team re-architected it as a service oriented, ASP.Net web application using object oriented design principles.
E.V.P Software Development
SirenTec LLCE.V.P Software Development
Jan. 2009 - Oct. 2018Atlanta, Georgia, United States• Architected and led development of a web-based Digital Forensics Web App, increasing court trial wins by 62%
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