Blog

Writing on AI safety and mechanistic interpretability — replications, research notes, and the occasional software engineering deep-dive.

totalitarianismmoral-relativismphilosophy

The Inevitable Cycle In Morality

Jun 18, 20268 min read

Mechanistic InterpretabilitySparse AutoencodersLessWrong

How Matryoshka Sparse AutoEncoders Recover Feature Hierarchies That Vanilla SAEs Lose

Jun 15, 20261 min read

deep-learningdataloadergpu-computing

Accelerating PyTorch workloads with the AWS S3 connector for Fast Data Loading and Model…

Oct 9, 20257 min read

awsmlopsaws-app-runner

Bring Your ML Models to Production With FastAPI, AWS AppRunner and ECR.

Jul 21, 20251 min read

continious-integrationawsaws-ec2

Setting up a Self-Hosted GitHub Actions Runner on AWS Virtual Machines

Nov 13, 20246 min read

machine-learninghugging-face-hubhugging-face

You may want to understand HuggingFace Transformers

Oct 19, 20248 min read

sagemaker-studiohugging-faceaws

Deploying Hugging Face Models with AWS SageMaker

Oct 19, 20245 min read

llm-agentretrieval-augmented-genvertex-ai

Serverless Retrieval Augmented Generation with AWS SageMaker.

Apr 7, 20243 min read

aws-amplifyawsdart

Building feature-rich Flutter mobile apps using AWS Amplify.

Jan 15, 20246 min read

aws-lambdaserverless-frameworkaws-api-gateway

Build Go Serverless REST APIs and Deploy to AWS using the Serverless Framework

Jan 3, 20248 min read

backendgingolang

Building a Simple RESTful APIs Backend in Go using Gin Gorm and PostgreSQL

Dec 29, 20239 min read