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.