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Focusing
🎯
Focusing
175 followers · 47 following

Achievements

Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: StarstruckAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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Ankur3107/README.md

hi

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Hi there, I'm Ankur 👋

💖 I am a DATA HACKER from India. A problem solver at heart, and strive to deliver creative and effective solutions at the highest of standards.

🌟 I am an enthusiastic, self-motivated, reliable, responsible and hard working person. A good timekeeper, always willing to learn new skills.

Highlights 🙌

  • Tensorflow Keras Contributor 👨‍💻
  • Build Tensorflow Docker Image with General, Visualization, ML, NLP Package installed: DockerHub
  • Build nlp-preprocessing package: Downloads
  • Build model-x package: Downloads

Working On 🔭

  • Making NLP Products based on Question/Answer, Phrase Extraction, Summarization, and Classification.
  • Research on Natural Language Representation i.e Language Modeling
  • Productionizing Models using AWS ECS, AWS Sagemaker, AWS Lambda, AWS Step Function.
  • Making D3.js based NLP Product visualization.

Achievement ⚡

  • Got 6th Rank (Mar'20) in Stanford Question Answering Dataset SQuAD2.0
  • Solved Facebook BABI Task(NLP benchmarking) with 100% accuracy

Top Performance in Machine Learning Competition 🚀

  • Kaggle Mercari Price Suggestion Challenge 2018 - Top 7%
  • Won Kaggle Weekly Kernel Award on August 31, 2018
  • Analytics Vidhya Knocktober 2016 - Top 3%
  • Analytics Vidhya The Ultimate Student Hunt 2016 - Top 4%

Lines of code

Ankur's github stats

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  1. nlp_preprocessing nlp_preprocessing Public

    Text Preprocessing Package includes cleaning, tokenization, dataset preparation ...etc

    JavaScript 18 7

  2. ModelX ModelX Public

    Collection of NLP Model Architectures that can be use with Keras Model API i.e. BiLSTM,Dense etc

    Jupyter Notebook 2

  3. nlp_notebooks nlp_notebooks Public

    Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

    Jupyter Notebook 79 15

  4. GitHub-Bugs-Prediction-Challenge GitHub-Bugs-Prediction-Challenge Public

    Predict the bugs, features, and questions based on GitHub text data.

    Jupyter Notebook 2

  5. tensorflow-docker tensorflow-docker Public

    Latest Tensorflow Docker with Base, General, Visualization, ML, NLP Package installed !

    Shell 1

  6. dpr-tf dpr-tf Public

    Dense Passage Retrieval using tensorflow-keras on TPU

    Jupyter Notebook 17 1