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Organizations

@HackerSpace-PESU @Cloud-Computing-Big-Data @pesu-dev

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aditeyabaral/README.md

Hello, I am Aditeya

I am an NLP researcher and a Master's in Computer Science student at New York University's Courant Institute of Mathematics, Computing and Data Science.

I am fascinated by our ability to learn and comprehend languages in diverse settings, specifically in understanding how languages are transformed into internal abstract ideas and representations. My goal is to uncover the principles underlying how machines learn, understand, and reason with language.

My research primarily focuses on language understanding, reasoning, and interpretability. My interests span across representation learning, pre-training, and transfer learning, with a focus on studying the training and inference dynamics of language models – how they encode and represent knowledge, apply it to solve tasks, and how we can control and interpret their internal representations.

👨‍💻 Languages

Python Scala Java C C++ R Apache Groovy LaTeX

🤖 Machine Learning and Statistics

PyTorch TensorFlow HuggingFace Weights & Biases Keras OpenCV scikit-learn NumPy Pandas NLTK

💾 Big Data and Cloud

Apache Hadoop Apache Kafka Apache Flink Apache Spark Apache Zookeeper Apache Iceberg Apache Pinot Apache Maven Redis Kibana ElasticSearch MongoDB MySQL Postgres

📦 Tools and Frameworks

Linux Grafana Jira Postman Docker Jenkins Git GitHub GitLab GitHub Actions AWS GCP Azure Github Pages

☎️ Contact me

Gmail

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  1. calbert calbert Public

    CalBERT - Code-mixed Adaptive Language representations using BERT, published at AAAI-MAKE 2022

    Python 13 3

  2. maple maple Public

    Implementation of the paper, MAPLE - MAsking words to generate blackout Poetry using sequence-to-sequence LEarning, ICNLSP 2021

    Python 8 2

  3. nlpc nlpc Public

    Natural Language Toolkit built using the C Programming Language

    C 12 5

  4. natural-language-database-querying natural-language-database-querying Public

    A novel approach to data retrieval from tagged databases using only natural language audio queries

    Python 5 1

  5. togepi togepi Public

    A version control system built using Python and DropBox API

    Python 25 2

  6. kepler-exoplanet-analysis kepler-exoplanet-analysis Public

    Analysis of Kepler Objects of Interest using Machine Learning for Exoplanet Identification.

    Jupyter Notebook 8 2