Over 15 years of full-lifecycle technology leadership, driving enterprise cloud modernizations, serverless microservices, mission-critical database engineering, and production LLM integrations for global platforms and organizations.
Production-grade generative AI integrations, automated screening solutions, Model Context Protocol (MCP) deployments, and LLM-powered backend workflows.
Production integration of AWS Bedrock, OpenAI APIs, Claude, and Llama models into enterprise software architectures. Designing fallback strategies, rate-limiting, and cost-controlled AI inferencing pipelines.
Architecting high-security, standardized MCP server deployments on AWS ECS integrated with OAuth 2.1, AWS Cognito JWT validation, and real-time CloudWatch telemetry for AI agent integration.
Building automated evaluation engines combining real-time audio transcription (AWS Transcribe), AI narrative extraction, and rules-based scoring platforms for candidate screening and compliance automation.
Designing resilient, scalable multi-tenant infrastructure on AWS. End-to-end implementation of serverless architectures (Lambda, API Gateway), containerization (ECS Fargate), Infrastructure as Code (Terraform), and automated CI/CD pipelines.
Modernizing core administrative workflows, data standards, and ERP integrations across Finance, HR, and Procurement. Expertise in high-churn database tuning, zero-downtime migrations (RDS PostgreSQL v12 to v16), and secure backend REST/GraphQL services.
Implementing static/dynamic security analysis, strict identity management (IAM, OAuth 2.1, JWT), disaster recovery strategies, and centralized telemetry systems to guarantee business continuity and compliance.
Directing engineering teams, championing Agile/SCRUM methodologies, establishing coding standards, and managing high-stakes vendor relationships to deliver production-grade software on schedule.
Demonstrated capability in diagnosing high-impact architectural bottlenecks, reducing operational expenditure, and deploying critical systems.
Identified and re-architected high-churn AWS ECS task recording loops causing unexpected $500/day billing anomalies, restoring cost stability and re-configuring event recording strategies.
Executed production and staging AWS RDS PostgreSQL database migrations from v12 to v16 using AWS RDS Blue/Green deployments with zero application downtime.
Designed end-to-end recruitment screening system utilizing React, TypeScript, Node.js, AWS Bedrock, Lambda, S3, DynamoDB, and WebSockets for real-time candidate evaluation.
Available for executive technology advisory, cloud infrastructure consulting, and enterprise ERP & AI modernization engagements.
