Rob Larter
Cloud Infrastructure • Data Pipelines • AI Engineering
About
Hi, I'm Rob, I design and build scalable AWS-based systems that transform raw data into intelligent products.
Specializing in automation-heavy architectures including serverless APIs, scheduled data pipelines, AI model training workflows, and production inference systems.
Technical Expertise
Cloud Infrastructure (AWS)
| Category | Technologies |
|---|---|
| Compute | Lambda, EC2, ECS, Step Functions, API Gateway |
| Storage | S3, DynamoDB, Aurora, ElastiCache |
| Messaging | SQS, Firehose, EventBridge |
| Networking | VPC, CloudFront, Route53 |
| Security | Cognito, IAM, Secrets Manager |
| Observability | CloudWatch, CloudTrail, X-Ray |
Data Engineering
- ETL Pipelines & Data Transformation
- Athena & Big Data Analytics
- High-volume Data Processing
- Automated Data Workflows
AI & Machine Learning
- Computer Vision: YOLO, SAM, Object Detection
- Model Training: Random Forest, Feature Engineering, SageMaker
- Platform: SageMaker, Bedrock
- Deployment: Real-time Inference, Batch Processing
Internal Tooling
- Annotation tools for training data labeling
- Ops dashboards for monitoring & alerting
- Admin panels & internal web apps
Full-Stack Development
- Serverless & Cloud-Native Architecture
- API Design & Microservices
- CI/CD & Infrastructure as Code
- Responsive, Mobile-First UX
Personal Portfolio
💳 PointsCard
Modern digital loyalty platform for small businesses
A cloud-native SaaS platform featuring QR-based loyalty cards, customer analytics dashboards, multi-location support, and automated reward campaigns.
Built with: AWS Lambda, API Gateway, DynamoDB, CloudFront, S3
🐛 GetSig
Embeddable feedback & bug-report widgets
Developer tool with one-line SDK integration, screenshot annotations, session replay, and third-party integrations.
Integrations: Slack, Jira, Linear, GitHub
Built with: AWS Lambda, API Gateway, DynamoDB, CloudFront, S3, SQS
💲 Estimogo
Smart quote-generation for contractors & service businesses
Business tool featuring AI-powered cost estimation, professional quote templates, client management CRM, and invoice generation.
Features: AI Estimation, Templates, CRM
Built with: AWS Lambda, API Gateway, DynamoDB, CloudFront, S3
🎭 MaskedReviews
B2B platform for anonymous customer and employee feedback
Private capture, masked delivery, and AI-summarized insights for operators who need honest signal beyond star ratings—feedback channels, privacy-by-default submission, daily digests, rolling weekly themes, and optional anonymous follow-up threads.
Positioning: Keep stars for discovery; use MaskedReviews for operational detail
Built with: AWS SAM, Lambda, API Gateway, DynamoDB, Cognito, S3, CloudFront, Bedrock, EventBridge, SES
Recent Work
- Computer-vision pipelines for real-time image detection
- Analytics platforms over high-volume device data
- Scalable SaaS backends
- Web-based annotation tools for ML training data
- Ops dashboards for infrastructure monitoring
Let's Work Together
Looking for someone who bridges Cloud Infrastructure, Data Engineering, and Applied AI?
Open To
- Contract work
- Consulting
- Technical partnerships
- Interesting projects
What to Expect
- Quick acknowledgment (< 24h)
- Discovery call to understand your needs
- Technical proposal & architecture review
- Clear timeline & milestones
- Iterative development with regular updates
No corporate fluff. Just good engineering.
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