This is your work, valued

Singapore

Marie Stephen Leo

Elite
@stephenleo

AI Specialist @ AWS

cship. ⚡ A beautiful, fully customizable statusline for Claude Code - Starship-style TOML config, themeable colours, Nerd Font glyphs, and tunable cost/context/usage thresholds.

408

llm-structured-output-benchmarks. Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on tasks like multi-label classification, named entity recognition, synthetic data generation, etc.

190

bmad-autonomous-development. 🤖 Autonomous development orchestrator for the BMad Method. Runs fully autonomous, parallel, multi-agent pipelines through the full story lifecycle (create → dev → review → PR) driven by your sprint backlog and dependency graph.

102

OpenMicro. 🎮 Codex Micro functionality using any Gaming Controller on any Coding Harness!

100

stripnet. STriP Net: Semantic Similarity of Scientific Papers (S3P) Network

87

adventures-with-ann. All the code for a series of Medium articles on Approximate Nearest Neighbors

45

sagemaker-deployment. Jupyter Notebook

11

keras-model-selection. Choose the Best Keras Pre-Trained Model for Image Classification

8

heroku-apps. A monorepo with all my heroku apps

6

vibesense. 🕹️ Gamified Vibe Coding, with full controller support, mini-games, themes, and more!

6

nyc-taxi. New York Taxi dataset analysis using Python

3

twitter-ner. Collection of Named Entity Recognition NLP techniques focusing on Twitter data

3

stephenleo. Python

2

vibestats. ⚡ Auto-track Claude Code, Codex sessions across all your machines - GitHub heatmap + full analytics dashboard, zero setup

2

HVM-SPC. Case study of deriving Statistical Process Control limits

1

cloud-run-apis. Mono repo containing my cloud run APIs

1

gcp-examples. Repo with examples for using various GCP services with a heavy focus on Machine Learning

1

streamlit-apps. A mono-repo containing all my public Streamlit cloud apps

1