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Data scientist and data engineer

Currently Working on:

  • Head of Data Science Consulting at Centriam
  • Building Open Source Datasets:
    • Python Data Pipelines: The repo where the main data pipelines will live built using dagster and an s3 data lake
    • ezduckdb python library: Python library to assist with working with s3 data lake using duckdb. Includes things like db connection management and querying and sql templating.
    • GoDuck CLI tool written in Go: CLI useful for working with datalake. Does things like convert templated sql files to runnable sql and create duckdb databases with data in datalake (either as reference or as table).
  • Data Structures and Algorithms: I am working through the neetcode roadmap to enhance coding skills.
  • Learning French and Japanese

Isaac Flath's Projects

core icon core

Jane Street Capital's standard library overlay

course22p2 icon course22p2

course.fast.ai 2022 part 2 - under construction

deck_of_cards icon deck_of_cards

A minimal example of nbprocess using code from Allen Downey's Think Python 2nd Ed

deck_of_cards-1 icon deck_of_cards-1

A minimal example of nbdev using code from Allen Downey's Think Python 2nd Ed

deepbedmap icon deepbedmap

Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

fastai icon fastai

The fastai deep learning library

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

fastcore icon fastcore

Python supercharged for the fastai library

jarviscloud icon jarviscloud

Contains API Code for publicly pausing the instances.

kaggleutils icon kaggleutils

Create, update, and pull libraries into kaggle datasets fast.

lib2nbdev icon lib2nbdev

Library for converting non-nbdev libraries and projects to nbdev

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