AWS Cloud Engineer, DevOps, infrastructure automation, CloudOps governance, and platform-adjacent backend roles.
AWS systems for messy operator workflows.
I turn manual handoffs, review drift, and fragmented business data into Terraform-managed cloud systems that are observable, auditable, and easier to operate.
AWS Solutions Architect + AWS Developer + Terraform Associate
Start here
A five-minute review path.
This version prioritizes the strongest proof first, then keeps the rest available without forcing a long card-by-card read.
PursuitDesk for SaaS workflow depth, TerraGate for IaC review discipline, InspectIQ for AI-assisted review governance.
Open each live demo, inspect the AWS diagram, then use repos to verify Terraform, runbooks, and operating notes.
Real estate, media, and operations experience focused the systems on reducing manual work and preventing drift.
Top proof
Three primary systems, built for fast inspection.
Each project keeps the same scan shape: outcome, problem, architecture proof, verification links, and three operating bullets.
01
PursuitDesk - GovCon Capture & Proposal Platform
Turns scattered GovCon capture work into a traceable AWS-backed workflow from opportunity intake to proposal draft.
GovCon consultants need repeatable intake, readiness scoring, opportunity triage, go/no-go decisions, and proposal drafting without spreadsheets and one-off handoffs.
- Terraform-managed
- Lambda/API Gateway
- RDS + pgvector
- Bedrock
- CloudWatch
- Cloud architectureCloudflare Pages, FastAPI Lambda, API Gateway, RDS PostgreSQL/pgvector, DynamoDB async jobs, Bedrock, and EventBridge.
- Security/OpsSecrets Manager, least-privilege paths, observable async workflow, documented architecture, and teardown discipline.
- DeliveryLive demo, public repo, Terraform infrastructure, ingestion workflow, proposal exports, and reviewable handoff notes.
02
TerraGate - Terraform PR Risk Gate
Makes infrastructure changes reviewable before merge by converting Terraform plans into risk, policy, and audit signals.
Infrastructure PRs are hard to trust when cost, security, reliability, sensitive values, and blast radius are buried inside raw Terraform plan output.
- Terraform plan review
- GitHub Checks
- Policy checks
- Redaction
- PostgreSQL
- Cloud architectureCloudflare/Next.js front end, FastAPI review service, AWS Lambda/API Gateway path, RDS PostgreSQL, CodeBuild, ECR, and CloudWatch.
- Security/OpsSecret redaction, deterministic checks first, persisted audit trail, least-privilege review posture, and approval gates.
- DeliveryLive demo, repo, repeatable CI flow, GitHub comments/checks, review artifacts, and parseable plan evidence.
03
InspectIQ - AI-Assisted Vehicle Inspection Workbench
Turns photo-heavy vehicle inspections into evidence-backed review workflows where AI advises and humans approve.
Inspection teams need consistent photo evidence, report readiness, buyer trust, seller disclosure, and accountable review without letting AI silently become the source of truth.
- Human review
- S3 + SQS
- Bedrock
- Cognito
- Audit trail
- Cloud architectureReact/TypeScript, API Gateway, Node Lambda, S3 image storage, SQS analysis queue, Bedrock, Neon Postgres, and shared Zod schemas.
- Security/OpsCognito auth, private image paths, strict AI output validation, human-in-the-loop review, audit history, and CloudWatch alarms.
- DeliveryLive walkthrough, repo access path, browser E2E coverage, Terraform, runbooks, and operational documentation.
Supporting depth
Everything else is compact by design.
Secondary builds stay available for deeper review, but they no longer compete with the three strongest systems.
Additional AWS Systems 6 systems: CloudOps, Fargate, GitOps, bids, inventory, grid intelligence Open
AegisDesk - CloudOps AI Control Plane
Governed incident, access, cost, policy, and trusted-answer workflows.
Clearpath - AWS Fargate Lead Intelligence API
Lead intake, source quality, county resolution, CRM events, and structured handoff.
Pulpit V2 - Validated EKS/GitOps Platform
Migration path from serverless RAG to Kubernetes without losing observability or secrets discipline.
ElecBidSpec AI - Electrical Bid Intelligence
Public opportunity ingestion, RFP/spec extraction, fit scoring, compliance matrix, and proposal artifacts.
StockSense AI - Expiration-Aware Inventory
CSV/XLSX imports into FEFO priorities, waste-risk alerts, forecasts, reorder recommendations, and ROI metrics.
QueueWatch - Serverless Grid-Capacity Intelligence
Official-source monitoring, changed-document detection, S3 evidence capture, and DynamoDB signal storage.
macOS & Operator Tools 2 systems: market workflows and local-first cleanup review Open
Market Scout - Web + macOS Market Intelligence
Redfin market data into sortable comparisons, seller/buyer labels, shortlist workflows, and exports.
Nomo Space - Local Mac Storage Auditor
Local-first storage audit with risk-labeled cleanup findings, evaluation mode, and user-controlled decisions.
Earlier / Supporting Builds 4 systems: media search, OCR, transcription, and RAG Open
PhotoScribe AI - Governed Serverless Media Search
Serverless media search with S3, Lambda, Cognito, Bedrock, S3 Vectors, audit tables, SQS/DLQ, and Terraform.
DocuFlow OCR - Step Functions + Textract Workflow
Invoice OCR path with presigned uploads, Step Functions, Textract, parsing/scoring Lambda, review queue, DLQ, and alarms.
Super Transcriber API - Serverless Transcription Backend
API-first transcription backend with API-key auth, SQS workers, Amazon Transcribe, webhooks, OpenAPI, SDK, and Terraform.
Pulpit V1 - Serverless Bedrock RAG Application
Korean-English sermon search with API Gateway, Lambda, Cognito, DynamoDB, S3 index, Bedrock, Guardrails, and Terraform.
Operator lens
The story, compressed.
Real estate, multimedia, and business operations exposed the same pattern: work spread across files, tools, vendors, approvals, and handoffs gets slower and less reliable as it scales.
That is the through-line in the cloud work. The systems start with who owns the workflow, where errors appear, what must be repeatable, and what evidence another person needs to trust the result.
- Reduce manual re-entry and fragile handoffs.
- Make infrastructure reviewable before it changes production.
- Keep auth, audit, telemetry, and teardown in scope.
- Use AI for acceleration while keeping human judgment explicit.
Credentials & stack
The baseline is easy to verify.
Certifications
AWS Solutions Architect Associate, AWS Developer Associate, HashiCorp Terraform Associate.
Cloud build path
Terraform, Lambda, API Gateway, ECS/Fargate, EKS/GitOps, RDS, DynamoDB, S3, SQS, Bedrock, CloudWatch.
Delivery posture
Least-privilege IAM, auth, redaction, audit trails, runbooks, CI/CD, cost controls, and observable handoff.