Surya Kanoria

Surya Kanoria

San Francisco Bay Area
1K followers 500+ connections

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Über uns

My primary interest lies in scalable Applied Machine Learning. I single-handedly…

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  • Spotify Graphic

    Spotify

    New York, United States

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    Boulder, Colorado, United States

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    New York, United States

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    Bengaluru, Karnataka, India

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    Kolkata

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  • University of Colorado Boulder Graphic

    University of Colorado Boulder

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    Courses: Machine Learning, Natural Language Processing, Security & Ethical Hacking, Issues in Cognitive Science, Linear Programming, Big Data: Systems, Architecture and Applications, Advanced Robotics

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Courses

  • Advanced Robotics

    CSCI 5302

  • Data Science Team Companion

    CSCI 5802

  • Data Structures and Algorithms

    CS F211

  • Database Systems

    CS F364

  • Design and Analysis of Algorithms

    CS F212

  • Discreet Structures for Computer Science

    CS F222

  • Maschinelles Lernen

    CSCI 5622

  • Natural Language Processing

    CSCI 5832

  • Numerical Methods

    CHE F242

  • Operating Systems

    CS F372

  • Security and Ethical Hacking

    CSCI 5413

Projects

  • Personalised Review Ranking

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    Implemented Aspect Extraction of Reviews and Collaborative Filtering using Deep Neural Networks to learn joint embeddings of review features, user profile, the temporal context in TensorFlow.
    Released as a live A/B experiment for 100 million users on Flipkart.

  • Intelligent Auto-Answering Bot

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    Mentored a Masters student to develop an auto-answering of questions asked by users using product specifications and user reviews.
    Used key-value memory networks and dual space embedding models in TensorFlow to select the right specification/review to answer a query.

  • Context based Spell Correction

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    Developed a spell correction system to aid non-native English speakers for product reviews written on Flipkart.
    Implemented Recurrent Neural Networks with Gated Recurrent Unit nodes trained on a labelled set of corrected sentences in TensorFlow.

  • Dynamic Update System

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    Conceptualized, designed and developed a Differential Sync System for delivering Instant Updates for React Native bundles for the Flipkart Mobile Apps. Modified the obfuscation logic of React Native Packager enabling both selective downloading of only the changes in bundles, as well as sharing of code across multiple bundles, previously not possible. Made several other optimizations eventually reducing the download size by ~95%.

    See project

  • Fast Fractional Image Compression

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    Adopted Fast Random Walker with Restart and reduced the search space from global to local by segmenting the image during encoding of Fractal Image Compression.
    Improved theoretical segmentation by ~100x and submitted a term paper.

Honors & Awards

  • Citizenship award

    Senior Vice President, Engineering

    Was one of just six people in ten years to be awarded the highest honor by Chief Product
    Officer and Senior Vice President, Engineering for being the best performing engineer in Flipkart

Languages

  • Englisch

    Full professional proficiency

  • Hindi

    Native or bilingual proficiency

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