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aditeyabaral/README.md

Hello, I am Aditeya

I am an NLP researcher and a Masters in Computer Science student at New York University's Courant Institute of Mathematical Sciences.

I am fascinated by our ability to learn and comprehend languages in diverse settings, and I am particularly interested in understanding how languages are transformed into internal abstract ideas and representations. My goal is to enable machines to develop human-like language understanding and reasoning.

My research primarily focuses on language understanding, reasoning, and interpretability. My work spans representation learning, pre-training, and transfer learning techniques, 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 R Shell Script Octave Markdown Apache Groovy LaTeX

🤖 Machine Learning and Statistics

PyTorch TensorFlow HuggingFace LangChain Weights & Biases Keras OpenCV scikit-learn NumPy Pandas SciPy Matplotlib Plotly

💾 Big Data and Cloud

Apache Hadoop Apache Kafka Apache Flink Apache Spark RabbitMQ Redis Kibana ElasticSearch MongoDB MySQL Postgres

🧰 Tools

Visual Studio Code IntelliJ IDEA Jupyter Notebook PyCharm Colab Spyder RStudio Arduino IDE Overleaf

📦 Libraries and Frameworks

Anaconda Flask FastAPI Selenium Linux Grafana Jira Postman Docker Apache Maven Jenkins Git GitHub GitLab GitHub Actions AWS AWS GCP Azure Github Pages Google Cloud Heroku Canva Gimp Gnu Image Manipulation Program Microsoft Office

☎️ Contact me

Gmail Twitter

🏆 GitHub Stats

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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 4 1

  5. togepi togepi Public

    A version control system built using Python and DropBox API

    Python 26 3

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

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

    Jupyter Notebook 8 3