Bhavika Sehgal

Bhavika Sehgal

Gurugram, Haryana, India
4K followers 500+ connections

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Activity

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Experience

Licenses & Certifications

Patents

  • UTILIZING MACHINE LEARNING MODELS TO PROVIDE COGNITIVE SPEAKER FRACTIONALIZATION WITH EMPATHY RECOGNITION

    US 17/218,952

Projects

  • AI Agent

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    Worked on Conversational AI, Speech Recognition output processing
    Worked on Inverse Text Normalization using Finite State Transducers (Pynini).
    Generated taggers and verbalizers for Hindi Language.

  • Sales Report | Power BI

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    Integrated power BI desktop with Microsoft SQL Server followed by data cleaning and transformation with Power Query and data modelling
    Filtered values like Top N customers, Revenue, Profit etc. all key factors were highlighted in the report; followed by different visualizations like waterfall model, decomposition Tree etc.

  • Power Apps and Power Automate

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    Developed desktop and mobile apps in Microsoft Power apps
    Used
    Excel, Forms and SharePoint online.
    Set up Microsoft Flow (Power Automate) to provide auto-approval and status update features based on predefined criteria

  • Call Auditing Framework

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    Performed Speaker Diarization(Speech Synthesis) and Sentiment Analysis for research and development of call auditing framework.
    Analyzed lot of research papers for the same.
    Worked on NLP libraries like TextBlob, NLTK, Vader.
    Also worked on feature extraction process to extract MFCC features from audio files and used clustering algorithms like KMeans, Spectral and Agglomerative clustering.

  • Text Classification

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    Worked on Client data to classify text into categories based on description provided
    Performed various text pre-processing techniques such as Tokenization, Stopwords Removal, Lemmatization etc.
    Feature Extraction techniques such as Bag of Words, TFIDF,
    Word2Vec etc. and Feature Selection techniques such as SelectKBest features were used.
    Used Machine Learning models such as Naïve Bayes, SVM.

  • Integrating Python modules with Browser | Pyodide

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    Worked on Pyodide which brings Python runtime to the browser via WebAssembly.
    Integrated Python libraries like Matplotlib, Numpy, Pandas with QuickBase and displaying the results on web browser.

  • MQT

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    Worked on JAVA Spring and Apache POI framework to generate excel files to save and generate quotations for client's various services.
    Performed automation testing using Selenium and code review using Sonar Qube; Integrated Backend code with Oracle SQL database.

Honors & Awards

  • Applause Award

    -

  • Applause Award

    -

Languages

  • English

    Native or bilingual proficiency

  • Hindi

    Native or bilingual proficiency

  • Punjabi

    Native or bilingual proficiency

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