Repositories

Open source contributions and selected projects. More on GitHub.

• contributor

  bespokelabsai/curator

  Synthetic data curation for post-training and structured data extraction.

  Python ★ 1,706

• autonomous-prompting

  Autonomous prompt-strategy selection for LLMs — picks zero-shot, few-shot, CoT or self-consistency CoT per query instead of defaulting to the most expensive one.

  Jupyter Notebook

• hubmap-kaggle-competition

  Binary segmentation of multi-organ tissue units using vision transformer architectures. Top-8% finish in HuBMAP + HPA.

  Python ★ 4

• visual_odometry

  Stereo vision methods and their impact on visual odometry, benchmarked on the KITTI dataset.

  Python ★ 1

• breakingBao

  Analysis of Bao, a learned query optimizer for PostgreSQL, stress-tested on nested queries and joins with contextual bandit models.

  Python

• 3D_vision_fundamentals

  Notes and experiments on 3D scene representation — NeRF and its enhancements, plus SfM and Multi-View Stereo fundamentals.

  Jupyter Notebook