MichaelDemilio

Michael Demilio

MichaelDemilio

Available to hire

MichaelDemilio

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
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Work Experience

Senior AI/ML Platform Developer at Accenture
January 1, 2024 - March 1, 2026
Enterprise GenAI knowledge platform: built a production-grade multi-agent RAG platform for 200+ daily users; persistent memory with LangGraph orchestration; integrated Bedrock Agents with custom action groups for live data retrieval, downstream API execution, and human-in-the-loop validation. End-to-end LLM observability and cost governance framework using LangSmith, Arize Phoenix, and CloudWatch; cut inference costs ~42% via prompt optimization, semantic caching (Redis), and intelligent model routing across Bedrock and OpenAI endpoints. Document extraction pipeline (DOCX, PDFs, scanned images) using Azure Cognitive Services, Hugging Face transformers, PyMuPDF; deployed services to AWS via Helm CI/CD pipelines; Azure Functions handled continuous knowledge-base updates. Structured deployments (Docker, Kubernetes/EKS, Terraform) to accelerate releases and improve rollback reliability. Collaborated with frontend, product, and data teams to translate AI capabilities into measurable busines
LLM Observability & Cost Governance Framework at Accenture
January 1, 2024 - March 1, 2026
End-to-end LLM observability: prompt regression testing, hallucination monitoring, and cost telemetry; reduced costs by ~42% through prompt optimization, Redis caching, and cross-endpoint routing across Bedrock and OpenAI. Document extraction pipeline and data validation/processing frameworks; standardized containerized deployments (Docker, Kubernetes/EKS, Terraform) for reproducible environments; collaborated with frontend, product, and data teams to translate AI capabilities into business value.
Full-Stack AI Application Delivery at Accenture
January 1, 2024 - March 1, 2026
Engineered full-stack AI apps combining React/Angular frontend with Python FastAPI backends; improved data quality and reliability by designing ingestion and transformation pipelines for knowledge-grounded LLM features; provided modular dev/staging/prod environments using Terraform for reproducible deployments; introduced structured logging, health checks, and Prometheus/Grafana monitoring for production visibility; collaborated with cross-functional teams to ensure performance, security, and compliance.
Software Developer (Backend & Full Stack) at End Point Dev
September 1, 2018 - January 1, 2020
Cloud-native backend services & container platform: built and scaled backend systems and RESTful APIs supporting multi-tenant applications; configured Kubernetes namespaces (AKS/EKS) with Prometheus, Grafana, and ELK logging for multi-tenant container workloads. Reduced infra costs by 25–35% via rightsizing, spot instances, and autoscaling policies. Implemented data validation and processing frameworks to reduce downstream errors. Full-stack work spanning .NET Core, React, and Angular for enterprise needs.
Software Developer (Data & Integration) at PowerGate Software
July 1, 2017 - September 1, 2018
Cloud-native backend services & container platform for data-heavy apps; configured Kubernetes namespaces with Prometheus, Grafana, and ELK logging for multi-tenant workloads. Reduced infra costs by 25–35% through right-sizing and autoscaling; implemented data validation and processing pipelines to minimize downstream errors. Full-stack work including .NET Core, React, and Angular for enterprise solutions.
Software Developer (Backend & Full Stack) at Endpoint Dev
September 1, 2018 - January 1, 2020
Cloud-Native Backend Services & Container Platform: Built and scaled backend systems and RESTful APIs for data-intensive applications with high reliability; configured Kubernetes namespaces (AKS + EKS) with Prometheus, Grafana, and ELK logging for multi-tenant container workloads; reduced infrastructure costs by 25–35% via right-sizing, spot instances, and auto-scaling policies; implemented data validation and processing frameworks to store and process data efficiently. Full-Stack Enterprise: Delivered web apps using .NET Core, C#, MVC, Web API, React/Angular on AWS (EC2, RDS, Lambda, S3); automated cloud provisioning and backup workflows with Terraform, Python, and Lambda; enhanced CI/CD and standardized environments; collaborated closely with clients and stakeholders to meet requirements.

Education

Bachelor's Degree in Computer Science at Lipscomb University
January 1, 2013 - January 1, 2017
Bachelor's Degree in Computer Science at Lipscomb University
January 1, 2013 - January 1, 2017

Qualifications

Add your qualifications or awards here.

Industry Experience

Healthcare, Real Estate & Construction, Financial Services, Software & Internet