SELECTED EXPERIENCE

Projects & Engineering Impact

A selection of projects spanning cloud infrastructure, platform engineering, CI/CD automation, distributed systems, and machine learning. Focused on building reliable platforms at scale and delivering measurable business impact.

Platform Engineering 01

High-Scale CI/CD & Release Engineering

Developed and operated production CI/CD pipelines supporting high-velocity software delivery across distributed environments. Implemented automated quality gates, environment promotion strategies, and rollback mechanisms to improve deployment reliability and release safety.

1,200+ daily deployments supported

AWS GitHub Actions CI/CD Python

Cloud Optimization 02

Cloud Cost Optimization

Identified infrastructure inefficiencies and cost-saving opportunities across AWS and other technology vendors. Evaluated platform usage and operational improvements to identify opportunities for more cost-effective cloud operations.

$73K+ in monthly cost optimizations identified

AWS Cloud Architecture FinOps

Cloud Migration 03

Production Platform Migration

Deployed hundreds of microservices and microfrontends into a new production environment. Supported platform delivery through infrastructure automation, deployment coordination, and release management across multiple environments.

400+ / 10+ microservices and microfrontends deployed

AWS Terraform Docker ECS

Developer Experience 04

Automated Environment Provisioning

Re-architected an internal environment-creation service to streamline provisioning workflows and reduce bottlenecks. Investigated sandbox API failures and improved the reliability of environment creation.

85% reduction in average request time

Python AWS Lambda Serverless APIs

Observability & Data 05

DORA Metrics & Engineering Analytics

Built an engineering metrics pipeline to collect and process delivery data, backed by a serverless ingestion layer, MongoDB, and a React dashboard. Enabled visibility into software delivery performance through operational analytics.

13K+ records processed per day

AWS Lambda MongoDB React Python

IoT & Cloud Architecture 06

Secure IoT Device Provisioning

Integrated public key infrastructure with Azure Device Provisioning Service and IoT Hub to support secure onboarding of connected devices. Contributed to production-grade cloud and edge systems deployed across large device fleets.

10K+ devices supported by provisioning integration

Azure IoT Hub PKI Docker Cloud Architecture

AI / ML 07

Machine Learning for Churn Prediction

Applied Amazon SageMaker machine learning models to customer churn prediction and decision support. Combined cloud-based ML capabilities with existing business workflows to support more informed, data-driven decisions.

Amazon SageMaker AWS Machine Learning Python