Client: AI23Engineered production-grade LLM infrastructure leveraging advanced prompt engineering and few-shot learning techniques, achieving 85% accuracy in converting unstructured data to structured JSON outputs.Optimized large document processing by implementing dynamic chunking strategies and context window management, reducing token usage by 40% while improving inference throughput by 3x.Developed comprehensive human-in-the-loop evaluation framework for LLaMA 3 fine-tuning, incorporating feedback loops and achieving 92% task-specific accuracy through iterative model improvements.

Client: LayerZero Power SystemsDeveloped end-to-end data analytics system for carbon footprint measurement across Scope 1, 2, and 3 emissions, enabling first-time comprehensive ESG reporting and identifying 30% emission reduction opportunities.Prototyped AWS Lex-powered AI chatbot with custom data models for ESG metrics collection and GHG quantification, streamlining data capture process by 75% and enabling real-time sustainability insights.

Client: AMEX GBT EgenciaCreated a daily Tableau dashboard tracking $220M+ revenue for corporate travel company’s leadership; incorporated 11 critical KPIs from cross-functional teams enabling data-driven decision-making.Executed Snowflake SQL queries on 100M+ transaction records to identify top 5% anomalies, surfacing insights contributing to $10M+ annual fraud monitoring and revenue protection