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AWS Certified Generative AI Practitioner

Architecting the
Serverless Future.

Aspiring Cloud Solutions Architect

Specializing in event-driven serverless computing, cost-optimization, and a customer-driven solutions based approach.

Jake Collyer - Cloud Architect

Experience

I am highly technical and have many years of experience working with hardware, software and customers.

Present
Field Quality Assurance
Amazon Services | Georgia
  • Execute rigorous quality audits across network operations, identifying and mitigating process bottlenecks to ensure high-fidelity delivery systems.
  • Analyze large datasets to trace defects back to root causes, implementing continuous improvement protocols across regional facilities.
Previous Role
Process Assistant / Yard Marshall
Amazon Services | Georgia
  • Directed daily dock operations and managed teams of up to 40 associates, ensuring optimal resource allocation and throughput.
  • Optimized yard routing and freight flow, reducing latency in logistics pipelines and improving overall node efficiency.
2020 - Present
Owner & Technical Lead
Blue 3D LLC
  • Architect and maintain self-hosted Unraid server infrastructure to support custom software development and automated workflows.
  • Develop proprietary 3D printing tools, including a parametric neon sign generator requiring complex firmware integration (Klipper) and automated rendering pipelines.
Download Full PDF Resume

Cloud Architecture Portfolio

A collection of serverless microservices and enterprise-scale architectural patterns.

Asynchronous Neon Generator

SQSECS FargateS3

A backend for processing heavy payloads like converting 2D images to 3D-printable STLs without API Gateway timeouts.

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IoT Sensor Data Lake

IoT CoreFirehoseAthena

A pipeline for collecting telemetry data from hardware sensors for long-term analytics and dashboarding.

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Multi-Region DR Simulator

Route 53Aurora GlobalCRR

A theoretical demonstration of an enterprise-grade "Warm Standby" disaster recovery plan using cross-region AWS services.

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Generative AI Prompt Vault

LambdaSecrets ManagerBedrock

A secure microservice that stores complex AI prompts and manages API calls to foundational models to protect IP.

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Transit Gateway Sandbox

VPCTransit GatewayRouting

Simplifies network topology from a complex peering mesh to a scalable hub-and-spoke model connecting multiple isolated VPCs.

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S3-Driven Trend Scraper

EventBridgeLambdaS3 Lifecycle

Uses Serverless cron jobs to fetch API data daily with S3 Lifecycle rules automating transition to Glacier Deep Archive.

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Filament Palette Optimizer

API GatewayLambdaDynamoDB

Single-table design ensuring single-digit millisecond retrieval of hex codes without the overhead of RDS.

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SmartStore Gacha Inventory

API GatewayDynamoDBCognito

Serverless SaaS backend utilizing single-table NoSQL design to track token balances and physical machine restocks.

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Spot Instance Cost Monitor

Price APILambdaSNS

Pub/Sub messaging using SNS allows subscribers to receive alerts when compute prices drop, proving cost-optimized acquisition.

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The Spaghetti Detective

S3 EventsLambdaRekognition

Integrates Managed AI to process physical 3D printing imagery via event notifications precisely when a new image arrives.

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Warehouse Throughput Simulator

API GatewayStep FunctionsLambda

Step Functions handle the orchestration of complex branching logic to simulate physical logistics throughput without tight coupling.

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Global Edge Latency Map

Route 53CloudFrontEdge Functions

Executing code at the edge rather than regionally ensures the fastest possible ping times for end-users worldwide.

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Secure Asset "Dead Drop"

CognitoAPI GatewayKMS

Demonstrates high-tier security by encrypting assets at rest with AWS KMS and generating time-limited S3 Presigned URLs.

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