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Pushing the limits of AI, one line of code at a time.
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Pushing the limits of AI, one line of code at a time.

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ankit-aglawe/README.md

About Me

I am Ankit Aglawe, a Machine Learning Engineer based in Manchester, UK. With a master's degree in Artificial Intelligence and over five years of professional experience, I specialize in developing innovative AI solutions. My expertise includes Text Classification, Large Language Models (LLMs), and applications in Financial AI.

Projects

  1. TextPredict: Advanced Text Prediction Tool
    Documentation
    Developed an advanced text prediction tool that leverages sophisticated language models to generate accurate and contextually appropriate text. This project demonstrates my proficiency in natural language processing and predictive modeling.

  2. EmotionClassifier: Emotion Classification Package
    Created a comprehensive package for classifying emotions in text using various pre-trained models. It offers customizable preprocessing, visualization tools, and seamless integration with data platforms, enhancing sentiment analysis capabilities in diverse applications.

  3. SentimentPredictor: Sentiment Analysis Package
    Developed a flexible sentiment analysis package supporting multiple pre-trained models. Features include customizable preprocessing, visualization tools, fine-tuning capabilities, and integration with pandas DataFrames, facilitating efficient sentiment analysis workflows.

  4. ConfigConverter: Configuration File Converter
    Documentation
    Designed a tool to convert configuration files between different formats, aiding in the management and migration of application settings across various environments. This utility simplifies configuration management in complex systems.

Publications and Articles

Hugging Face Contributions

  • Categorized Text Reviews Dataset
    Compiled a comprehensive dataset of categorized text reviews for various natural language processing tasks, supporting research and development in sentiment analysis and text classification.

  • RoBERTa Base Sentiment Analysis Model
    Developed a fine-tuned RoBERTa model for sentiment analysis on text reviews, enhancing accuracy and performance in sentiment detection applications.

  • DeBERTa v3 Small Base Emotions Classifier
    Created an emotion classification model fine-tuned on diverse text data, enabling nuanced emotion detection in natural language processing tasks.

  • DeBERTa XLarge Base Emotions Classifier
    Developed an advanced emotion classification model for detailed emotion analysis, suitable for applications requiring high precision in emotion detection.

  • Reviews RoBERTa Sentiment Analyzer (Hugging Face Space)
    Established an interactive space for performing sentiment analysis on text reviews using the fine-tuned RoBERTa model, facilitating hands-on experimentation and application.

Let's Connect

I am open to collaboration opportunities and discussions on innovative AI ideas. Connect with me on LinkedIn and explore my other projects on GitHub.

Pinned Loading

  1. emotionclassifier emotionclassifier Public

    A flexible text emotion classifier with support for multiple models, customizable preprocessing, visualization tools, fine-tuning capabilities, and more.

    Python 4 2

  2. sentimentpredictor sentimentpredictor Public

    A flexible sentiment analysis classifier package supporting multiple pre-trained models, customizable preprocessing, visualization tools, fine-tuning capabilities, and seamless integration with pan…

    Python 2

  3. textpredict textpredict Public

    TextPredict is a powerful Python package designed for various text analysis and prediction tasks using advanced NLP models. It simplifies the process of performing sentiment analysis, emotion detec…

    Python 2

  4. configconverter configconverter Public

    A versatile tool to convert configuration files between different formats.

    Python 2