Transform your Data with Advanced NLP and Machine Learning

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About this service

Summary

I offer advanced NLP and machine learning engineering services, specializing in LLM fine-tuning, text classification, summarization, content generation, and named entity recognition. My unique approach integrates cutting-edge algorithms with domain-specific customization, ensuring highly accurate, efficient, and impactful solutions tailored to your needs.

What's included

  • Fine-tuning LLMs

    Customized fine-tuning of large language models to adapt them for specific domain-related tasks and improve their performance on client-specific use cases.

  • Text Classification Models

    Development and deployment of machine learning models for categorizing text data into predefined classes, aiding in automated sorting and organization.

  • Text Summarization

    Implementation of algorithms to generate concise summaries from long documents, articles, or datasets, enhancing readability and information extraction.

  • Named Entity Recognition (NER)

    Building models to identify and classify key information (names, dates, locations, etc.) within a text, enabling better data structuring and analysis.

  • Sentiment Analysis Engines

    Development of tools to analyze and interpret the sentiment or emotional tone behind text data, providing insights into customer opinions and feedback.

  • Intent Detection Mechanisms

    Crafting specialized models to detect and interpret user intent behind textual data, crucial for improving user interaction and response accuracy.

  • Chatbot Development

    Designing and deploying intelligent chatbots that can understand and respond appropriately to user queries using advanced NLP techniques.


Skills and tools

AI Model Developer
AWS
LlamaIndex
Python
PyTorch
scikit-learn

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