Production Intelligence

Case studies of realized outcomes for global enterprises (2023–2026).

Agentic AI / Healthcare

Analytics Assistant (NL-to-SQL)

Engineered an intelligent assistant that translates complex user questions into relevant SQL queries, executes them against the data warehouse, and presents formatted results in real-time.

AWS Bedrock | ECS | ECR | CodeBuild

Legal / Automation

Legal Document Review Agent

Developed a secure AWS-based system for automated review and clause-validation of enterprise legal agreements. Includes a specialized chatbot for querying existing agreement libraries.

AWS Bedrock | OpenSearch | SageMaker | Lambda

Enterprise / Cloud

Unified Data Platform

Guided an FTSE-100 healthcare leader in re-platforming siloed data warehouses into a unified, secure platform on AWS and Snowflake, enabling enterprise-wide AI readiness.

AWS | Snowflake | Terraform | IAM-in-Code

Sales / Customer Experience

Sales Intelligence Chatbot

Implemented a chatbot for sales teams to provide instant, product-specific answers by querying internal documentation, built on Azure OpenAI.

Azure OpenAI | React | FastAI | Document Search

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