Aravind CR

Experience

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  Upskope

  Aug 2019 - Jun 2020

  Data Science Intern

  Conversational AI for ChatBots.Building AI based production quality conversational application which is more convenient and saves users time. Implementing advanced NLP consisting of domain and intent classification, entity recognition and resolution, language parsing. Using LSTMs for entity reconition.Building rule-based chatbot and integrating it with NLP-JS. Managing user and conversation states and handling turns. Including prompts and waterfall dialog for users input . Using adaptive cards in bot for great user exprience.Detecting topics for users queries posted in product. Extracting, cleaning and embedding(GloVe, Word2Vec) text data for classification and summarization of documents.Reviewing new fetures and testing edge cases in product. Show less

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  Upwork

  Sept 2020 - Dec 2020

  Data Science/NLP Engineer

  Multiclass Text Classification using GloVe embeddings and BiLSTM. Serving model with FastAPI.Intent detection for sentences using BERT serving model for prediction using FLASK.Unsupervised Aspect Based Sentiment Analysis for user reviews for different product reviews under different categories.

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  Albert Invent

  Mar 2021 - now

  - Albert is a cloud-based, end-to-end R&D platform built for innovators, by innovators - Thousands of scientists worldwide rely on Albert every day to accelerate innovation in the chemical and materials science industries - Learn more about how Albert is empowering faster and smarter work at www.albertinvent.com ML @ Scale

  • Data Scientist

    Aug 2022 - now

  • Machine Learning Engineer(Optisol)

    Mar 2021 - Aug 2022