Experience

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  Mean mechanics

  Jul 2021 - May 2022

  Core team member

  Contributed to the development of the intra-institute robotics club as a core member and promoted the robotics culture on IIT GN campus.Conceived the curriculum and instructed workshops on computer vision(OpenCV) and Arduino witnessing a overall footfall of 150+ enthusiasts from the IIT Gandhinagar student community.

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  Indian institute of technology gandhinagar

  Dec 2022 - Aug 2023

  Undergraduate researcher

  ◦ Developed CMKT, an open-source Python library similar to NLTK designed specifically for efficient processing of code-mixed text.◦ Inculcated a extensive DataHub with 15+ curated code-mixed datasets. Implemented multiple text preprocessing methods including tokenizers and stemmers tailored for code-mixed text.◦ Trained RoBERTa and t5 models for seven code-mixed NLP tasks. Implemented multiple code-mixed text quantification and model evaluation metrics.

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  Silver touch technologies ltd

  May 2023 - Jul 2023

  Machine learning intern

  Worked on developing a Retrieval Augmented Generation based chatbot system using LLMs for 4 government websites, using data from 5000+ crawled documents. Developed robust vector database with ChromaDB and sentence transformers for precise context retrieval with average similarity score of 0.7.Utilized LangChain to implement the complete chatbot pipeline by integrating vectorDB with open-source LLMs, such as Dolly-3B and Falcon-7B, resulting in precise responses to user queries.