Projects

An open source Second Brain system that captures, classifies, and connects your thoughts automatically using agentic AI. What It Does Send a message to a Slack bot. It figures out what to do with it. No apps to open, no categories to choose, no formatting decisions. Just capture and let the automation handle the rest. Key Features: Frictionless capture via Slack with zero cognitive overhead AI-powered classification using AWS Bedrock AgentCore with behavioral learning Intelligent linking that connects related thoughts across time Automatic execution routing to external systems (OmniFocus, calendar, etc.) Semantic search across your entire knowledge base Git-backed storage with versioned Markdown files Technical Architecture Built on AWS serverless infrastructure: ...

Building an ML powered bird classification solution using a DeepLens, the Caltech CUB-200-2011 dataset and the ResNet 18 neural network architecture. The solution includes automatic image uploads to a Hugo Easy Gallery on S3. The project is still a bit in the scrappy MVP state but read on for the high level build flow. Check out the blog post, Bird Brain Gallery and GitHub repo.

Your mission in this workshop is to use AWS WAF, Amazon Inspector, and Systems Manager to build an effective set of controls around your AWS workloads. Learn to use AWS WAF to mitigate common attack vectors against web applications such as SQL injection and cross-site scripting. Additionally, learn how to use Amazon Inspector and Systems Manager to automate security assessments and operational tasks such as patching and configuration management across your Amazon EC2 fleet. read more

Ask Amazon Alexa to get general information about Hartsfield–Jackson Atlanta International Airport. Information includes airport status, weather conditions, parking lot availability and security checkpoint wait estimates. read more

Implementing Security Controls in the World of Internet, Big Data, IoT and E-Commerce Platforms - This workshop will give participants the opportunity to take a security focused journey across various AWS services and implement automated controls along the way. You will learn how to apply AWS security controls to services such as Amazon EC2, Amazon S3, AWS Lambda, and Amazon VPC. In short, you will learn how to use the cloud to protect the cloud. read more

This Quick Start automatically deploys an outbound web filtering proxy on the Amazon Web Services (AWS) Cloud, using the Sophos Unified Threat Management (UTM) virtual appliance. The Quick Start also uses Sophos Outbound Gateway to extend security to multiple virtual private clouds (VPCs). Sophos UTM provides multiple security functions, including firewall, intrusion prevention (IPS), VPN, and web filtering. Sophos Outbound Gateway provides a distributed, fault-tolerant architecture to provide visibility, policy enforcement, and elastic scalability to outbound web traffic. The Quick Start builds a cloud environment that enables you to whitelist AWS API calls without allowing internet access. You can also use this reference deployment to enable other proxy use cases with Sophos UTM. The Quick Start includes AWS CloudFormation templates that automatically deploy the web proxy into your AWS account in about 20 minutes. You can customize these templates to meet your specific requirements. read more