Stargazer Insights

Senior Engineering
Consulting that
moves you forward

Fixed-price engagements. Fast turnaround. Senior-level judgment without the enterprise overhead.

Who I Am

I'm Scott, an experienced backend, data, and cloud engineer with 25+ years building mission-critical systems and leading technical teams. I specialize in small, fixed-price engagements that remove technical blockers, stabilize infrastructure, develop leaders, and deliver fast, measurable outcomes.

Stuck on a backend, data, or AWS problem? Building your first engineering team? I can help you get unstuck.

Fortune 500 Leadership

Senior Team Lead, DevOps & Voice Recognition at Garmin

15 years at Garmin, 4 promotions, and hands-on ownership of production voice systems used by real customers in high-stakes environments. I bring enterprise-grade technical judgment to founder-speed execution -- practical direction without bureaucracy.

The 4-Tier Cloud Architecture Framework

Every system audit, cost review, and deployment strategy I run evaluates your infrastructure against this comprehensive design methodology.

Tier 1

Global Access & Distribution

Optimizes edge performance, accelerates global page load times, and applies web firewalls to protect internal resources from malicious traffic and DDoS attacks.

Route 53 · CloudFront · AWS WAF · Application Load Balancers · API Gateway

Tier 2

Modern Compute & Orchestration

Matches business processing logic to the exact right runtime paradigm. Decouples heavy processes to maximize scaling throughput and stop runtime cost leaks.

AWS Lambda · ECS / Fargate · EC2 · SQS · EventBridge

Tier 3

Scalable Data Solutions

Establishes robust, low-latency state engines. Organizes architecture based on individual dataset access requirements, separating transactional records from temporary cache tiers.

RDS / Aurora · DynamoDB · ElastiCache / Redis · Amazon S3

Tier 4

Cloud Security & Governance

The secure isolation foundation. Enforces strict virtual networks, parameter encryption, and precise identity policy boundaries across all application assets.

VPC · Subnets · Security Groups · IAM Roles & Policies · Secrets Manager

Fixed-Price Services

Starting prices shown. Additional work billed at $150/hr, only with your explicit approval.

Not sure which service fits? Use the AWS Architecture Layer Selector →

AWS Architecture & Deployment Blueprint

Starting at $1,200

Move from vision to infrastructure without the guesswork. Using a structured technical intake framework, I translate your product roadmap into a highly optimized, resilient AWS component architecture tailored to your scaling needs.

Deliverables: High-level component topology map, AWS service selection matrix, and an initial data-flow blueprint.

Scope: Greenfield projects or isolated sub-systems requiring up to 6 core AWS services (e.g., S3, Lambda, DynamoDB, Cognito).

Custom Data Automation

Starting at $1,200

Python-based data processing solutions when your data is stuck in Excel, CSVs, or manual workflows. Automate transformations, validations, and reporting.

Scope: Python Scripts, Scheduled Jobs, AWS Lambda Automation, S3 Workflows, and SQL-Based Transformations.

Delivery: Single Workflow or Report Automation.

Database Design & Optimization

Starting at $1,200

End-to-end database services: schema design, implementation, and performance optimization. I design normalized schemas, build production databases, and fix slow queries.

SQL Expertise: 25+ years across PostgreSQL, SQL Server, and MySQL.

Scope: Up to 10 Tables OR 5 Query Optimizations OR a Complete Small Database Design.

Leadership & Team Coaching

Starting at $800

One-on-one or team coaching for engineering leaders on hiring, team dynamics, process improvement, and technical leadership development.

Context: 15 Years at Garmin with 4 Promotions to Senior Team Lead.

Scope: Up to 3 Coaching Sessions or 1 Team Workshop. Best for first-time leads, struggling teams, or scaling organizations.

Case Studies

AWS Infrastructure

Forecast My Route

A marine routing and weather-forecasting SaaS built end-to-end on a cost-efficient, automated AWS stack -- used by sailors worldwide. Demonstrates all four tiers of the architecture framework in production.

Tier 1: CloudFront & S3 App Host

Tier 2: API Gateway & Lambda Workers

Tier 3: DynamoDB NoSQL Storage Engine

Tier 4: IAM Isolation & Encrypted Parameters

Leadership Coaching

Trust Audit

A Director-assigned challenge: step into a disrupted team with hidden trust issues, run a direct Trust Audit, uncover the one repeated blocker, and restore team velocity within weeks -- no process overhaul, just the right diagnosis.

Read the full story →

Database Optimization

SQL Query Plan Bottleneck

Persistent slow pages and high database load with no obvious fix. Traced to one over-generalized OR-based query causing full table scans under load. Millisecond response times restored without any infrastructure changes.

Read the full story →

Why Clients Work With Me

Senior-Level Expertise

25+ years building mission-critical systems. Deep hands-on expertise in backend engineering, data pipelines, and AWS serverless architectures -- from Garmin production to founder-scale startups.

Predictable Outcomes

Fixed-price engagements eliminate uncertainty. Scope is agreed upfront, additional work requires your explicit approval, and pricing is transparent from day one.

Fast Turnaround

Most projects begin within 3-5 business days of payment. I respond to all inquiries within 24 hours. No calendar ping-pong, no administrative delays.

Stuck on a backend, data, or AWS problem?
Building your first engineering team?
I can help you get unstuck.

How to Work With Me

1

Send a Project Brief

Share your challenge by email and receive next steps within 24 hours.

2

Confirm Scope

I confirm the work falls within typical scope, or we adjust pricing upfront. No surprises.

3

Pay via Stripe

Simple, transparent checkout. Work begins within 3-5 business days of payment.

4

Receive Delivery

Fast turnaround, clear communication, and production-ready results.