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@cryogars @snowex-hackweek @uwhackweek @geo-smart @CryoInTheCloud

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Ibrahim-Ola/README.md

Hello!

About Me

I am an applied machine learning scientist. I have a passion for data-driven problem-solving and love to build end-to-end Machine Learning pipelines to solve real-life problems.

Research Interest

  • Machine Learning.
  • Deep Learning.
  • Computer Vision.
  • Geospatial Analysis.
  • Snow Science.
  • Remote Sensing (i.e., lidar and InSAR).
  • Natural Language Processing (e.g., Agents, LLMs and Conversational AI systems).

Publications

Want to Know More?

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  1. RAG RAG Public

    An introduction to Retrieval Augmented Generation (RAG) using LangChain

    Jupyter Notebook 4

  2. time-series-python time-series-python Public

    A project on time series in python

    Jupyter Notebook 1

  3. ml_for_sentence_classification ml_for_sentence_classification Public

    This project compares various models and embeddings for sentence classification

    Jupyter Notebook

  4. snow_density_ai snow_density_ai Public

    SnowDensityAI: statistical and machine learning models for snow density and snow water equivalent prediction.

    Python 2 1

  5. cryogars/uavsar-lidar-ml-project cryogars/uavsar-lidar-ml-project Public

    A project on predicting snow depth using L-Band InSAR parameters.

    Jupyter Notebook 1

  6. cryogars/density-models cryogars/density-models Public

    A machine learning for snow density estimation project.

    Jupyter Notebook 1 1