Saurabh Kumar

Saurabh Kumar

広域東京エリア
1万人のフォロワー つながり: 500人以上

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概要

Hey all, thanks for checking my profile.

I’m an ML engineer with 4 years of…

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アクティビティ

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職務経験

  • Adora グラフィック

    Adora

    Tokyo, Japan

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    Tokyo, Japan

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    Tokyo, Japan

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    Delhi, India

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    Gurugram, Haryana, India

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    New Delhi, Delhi

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    Tokyo, Japan

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    IIT DELHI

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    New Delhi Area, India

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    IIT DELHI

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    Aravali Hostel

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    IIT DELHI

学歴

  • Indian Institute of Technology, Delhi グラフィック

    Indian Institute of Technology, Delhi

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    Graduated from Electrical Engineering Department, IIT Delhi

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    I was a student of DTU, EEE dept for 2015-16. It was a small yet fun journey.

資格

ボランティア経験

講習コース

  • Control Systems

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  • Data Structures and Algorithms

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  • Deep Learning

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  • Digital Logic Design

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  • Information Theory

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  • Introduction to Machine Learning

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  • Linear Algebra

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  • Optimization Theory

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  • Probability and Stochastic Processes

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  • Quantum Computing

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  • Statistical Inference Theory

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プロジェクト

  • Audio Creation using Generative Adversarial Networks

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    Generative models are very useful in creating data with the help of suitable latent variables in Latent space. We have seen numerous examples of GANs which generate data from handwritten integer numbers(MNIST) to human face generators. We can train a GAN to learn to play an instrument too. The focus of this project is somewhat same.
    Problem statement: Given an audio file containing a song or melody with x number of instruments how to add another instrument in that audio such that it matches…

    Generative models are very useful in creating data with the help of suitable latent variables in Latent space. We have seen numerous examples of GANs which generate data from handwritten integer numbers(MNIST) to human face generators. We can train a GAN to learn to play an instrument too. The focus of this project is somewhat same.
    Problem statement: Given an audio file containing a song or melody with x number of instruments how to add another instrument in that audio such that it matches the notes and pitch of the song, just like a professional is playing it.
    Currently, we are focusing on generating audio spectrograms, which are key to generate an Audio GANs.

  • Smart Fence for Intrusion Detection

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    Designed a sensor based Prototype which can detect many kinds of intrusions at Country Border and Raise alarms
    ◦ Analyzed different types of intrusions that happen at the border and selected suitable sensors for combating those.
    ◦ Tested those sensors for detecting various types of infiltrations like fence climbing, cutting or tampering.
    ◦ Created and tested a sensor-based system which can detect all possible types of intrusions and can raise an alarm.

  • Secure localization of high mobility vehicles with Standard Cryptographic Mechanism

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    Designing a Secure Communication Module for real-time localization of high-speed vehicles like trains.
    ◦ Analyzed various Encryption Algorithms to conclude optimal one based on energy and time specifications.
    ◦ Studied and implemented a two-way encrypted module for secure communication between train and passive RFID.
    ◦ Verifying security aspects so this module can be used for the localization of trains in various Railway Systems.

  • Data Deduplication on Cloud Storage

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    Analyzed deduplication Algorithms to understand which is efficient and fast for storing duplicate data on cloud.
    ◦ Implemented chunking algorithms, Rabin-Karp rolling hash, MD5 and bipartite graphs to study deduplication of data.
    ◦ Designed and analyzed Fixed length chunking, variable length chunking and probabilistic extreme binning algorithms.

受賞歴

  • AAAI 2020 Scholar

    AAAI 2020 organizing committee

    I was awarded $400 dollars by AAAI2020 chair to attend AAAI2020 as a volunteer

  • IITD Semester Merit Award

    IIT Delhi

    Awarded for being in Top 7 % of undergraduate students in semester 2.

  • MHRD’s Award for excellence in class 12

    MHRD | CBSE

    Given to top 200 students of Delhi’s GOVT schools for good performance in class 12. As part of this award scholarship, I received an amount of INR1,00,000.

  • INDIRA AWARD

    CBSE

    Given to only top 230 Students from all over Delhi for excellent performance in C.B.S.E.

  • N.M.M.S. Rank 2

    MHRD | CBSE

    Out of all the students in class 8 from Delhi schools in 2011.

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