Tanoy Dewanjee

Bengaluru, Karnataka, India Contact Info
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About

Tanoy spends most of his time researching, exploring and experimenting about the world of…

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Experience & Education

  • Descipr

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Licenses & Certifications

Courses

  • Basics Of Financial Markets

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Projects

  • DNN Speech Recognizer

    Built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline. The completed pipeline will accept raw audio as input and return a predicted transcription of the spoken language. Overall pipeline is summarised as below :

    1. This is a pre-processing step that converts raw audio to one of two feature representations(Spectrograms, Mel-Frequency Cepstral Coefficients (MFCCs)) that are commonly used for ASR.
    2. Here, an acoustic model is…

    Built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline. The completed pipeline will accept raw audio as input and return a predicted transcription of the spoken language. Overall pipeline is summarised as below :

    1. This is a pre-processing step that converts raw audio to one of two feature representations(Spectrograms, Mel-Frequency Cepstral Coefficients (MFCCs)) that are commonly used for ASR.
    2. Here, an acoustic model is built which accepts audio features as input and returns a probability distribution over all potential transcriptions.
    3. in the pipeline takes the output from the acoustic model and returns a predicted transcription.

  • Estimation of turbulent effect of jet injection in a subsonic and supersonic flow

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    Estimated the turbulent effect of jet injection at different angle in a subsonic and supersonic flow of fluids using Numerical analysis method.
    Developed comparative analysis of velocity, pressure and turbulent kinetic energy distribution along the flow.
    Used fluent, Mat Lab, Ms-excel and PowerPoint for the aforesaid project.

Honors & Awards

  • DataQuest 2023 - People Choice Award

    HSBC

    My team has been recognised for proposing a proactive payments fraud detection framework using generative ai capabilities which aims at creating synthetic fraud samples and explore and introduce embedded context in the transaction activity to proactively protect customers from payments fraud.

  • Data Quest 2022 - Category Runners Up

    HSBC

    My team have been recognised as runners up in the “Energise for Growth” category for proximity based business development tool we developed for Wholesale banking relationship managers. This tool helps RMs to spot the new to bank prospects within close vicinity of their existing customer base and complement the leads with all required demographics, filmographies, financial and risk information and finally uses internal data to find out any existing relationships with our book of customers. It…

    My team have been recognised as runners up in the “Energise for Growth” category for proximity based business development tool we developed for Wholesale banking relationship managers. This tool helps RMs to spot the new to bank prospects within close vicinity of their existing customer base and complement the leads with all required demographics, filmographies, financial and risk information and finally uses internal data to find out any existing relationships with our book of customers. It has drastically reduced the effort required for lead prospect research by proving useful and timely insights and helped them focus more on business development.

  • Runner up - Client Network Banking Hackathon

    HSBC

    Proposed a detailed solution to identify key new to bank customers using our existing client network across the globe.

  • Leading Light Award

    HSBC

    In recognition to the exceptional performance in spearheading the team in service delivery

  • Team Star Award

    HSBC

    In recognition of great performance and exhibiting impressive skills

Languages

  • English

    Professional working proficiency

  • Hindi

    Native or bilingual proficiency

  • Bengali

    Native or bilingual proficiency

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