Jersey City, New Jersey, United States
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Publications

Courses

  • Appreciation of Indian Music

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  • Artificial Intelligence

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  • Compiler Construction

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  • Computer Architecture

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  • Computer Networks

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  • Data Mining

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  • Data Structures and Algorithms

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  • Database Systems

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  • Design and Analysis of Algorithms

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  • Digital Design

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  • Discrete Structures for Computer Science

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  • Full Stack Web Application Development

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  • Full Stack Web Application Development

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  • Information Retrieval

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  • Introduction to Computer Vision

    16-720B

  • Introduction to Machine Learning

    10-601

  • Learning for 3D Vision

    16-889

  • Linguistics

    -

  • Linux Programming and Shell Scripting

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  • Linux Programming and Shell Scripting

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  • Logic in Computer Science

    -

  • Machine Learning

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  • Math Fundamentals for Robotics

    16-811

  • Microprocessors and Interfacing (Intel x86 Architecture)

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  • Neural Networks and Fuzzy Logic

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  • Object Oriented Programming and Design in Java

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  • Operating Systems

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  • Pattern Recognition

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  • Principles of Economics

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  • Principles of Programming Languages

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  • Print and Visual Advertising

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  • Theory of Computation

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  • Visual Learning and Recognition

    16-824

Projects

  • Sparse-View 3D Reconstruction

    * Working on the reconstruction of novel views given a few (3-5) context views with approximate cameras.
    * Developed a Transformer-based model that outperforms PixelNeRF on generalization and compute overhead.

    See project

  • Multi-GAN Distillation

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    * Developed a framework for data-free knowledge transfer across StyleGANs to cater to single-source and multi-source knowledge distillation scenarios

    See project

  • Face Spoof Detection

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    Advisor: Prof. Santanu Chaudhury (CSIR-CEERI, Pilani)
    * Implemented a stable face tracking using Haar Cascades & ROI thresholding
    * Trained MobileNet on self-collected face spoof data which achieved less than 6% false acceptance rate on imposter detection in NUAA dataset
    * Extracted motion-robust remote PPG signals from single RGB webcam for living skin detection
    * Recreated RGB images from Hyperspectral images with applications to PPG signal generation

  • Deep Learning for Brain-Computer Interfaces

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    Advisor: Prof. Vandana Agarwal (BITS Pilani)
    * Explored the CMU - EEG Confusion Dataset to identify learner's confusion in MOOC videos
    * Compared various classification methods such as like SVM, K-Nearest Neighbor, Gaussian Naive Bayes
    Built an end-to-end Deep Learning pipeline using features from Band Power Estimation and LSTM, and trained a model that achieves much higher accuracy than those achieved previously on the dataset.

  • Baggage Detection using X-ray images

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    Advisor: Dr. Dhiraj Sangwan (CSIR-CEERI, Pilani)
    * Studied detection of harmful objects (such as knives etc.) from X-Ray images of baggage
    * Established a baseline with a bag-of-words model and sparse KNN classification
    * Trained a combination of CNN with SVM classifier head and achieved better detection accuracy

Honors & Awards

  • Outstanding Reviewer

    Thirty-fifth Conference on Neural Information Processing Systems

    Selected to receive a NeurIPS 2021 Outstanding Reviewer Award given to the top 8% of reviewers who were judged to be instrumental to the review process based on Area Chair and author feedback

  • Rising Star

    Couture.ai

    Employee recognition, awarded by the CTO of Couture.ai

  • Reward Medal

    FIITJEE Ltd

    For finishing in top 2500 (98.4 %ile) in over 1.5 Lakh candidates in JEE Advanced 2015

  • Award for Academic Excellence

    Mount Carmel School

    Awarded for outstanding performance in class XII Board Examinations and being a subject topper of the school

  • Certificate of Appreciation

    Mount Carmel School

    Principal’s award presented for my dedication & contribution as a founding member of the computer club

  • 99.475 percentile, Qualitative Reasoning

    Central Board of Secondary Education

    in Problem Solving Assessment, a nationwide exam conducted by CBSE for grade 11 (among 1.3 million students)

  • Certificate of Achievement

    Faith Academy

    Gave a presentation on The Mathematics of Fractals & their Applications that won the First Prize

  • Certificate of Excellence

    Oracle ThinkQuest

    For creating an outstanding entry that finished in the top 10%

  • Certificate of Merit

    Mount Carmel School

    For GPA of 9.8 in grade 10

  • First Position

    Directorate of Education G.N.C.T Delhi

    In Zonal Music Competition in the Folk & Patriotic song categories

  • Gold Medal

    International Olympiad of English Language, SilverZone

    Class Rank 1 & overall State Rank 17

  • Keshav Pande Memorial Award

    Mount Carmel School

    For excellence in English & Hindi languages

  • Third Position

    Green Fields School, New Delhi

    Weave a Web – Web Development interschool Competition

  • First Position

    Directorate of Education G.N.C.T Delhi

    In Zonal Music Competition

  • First Position

    Directorate of Education G.N.C.T Delhi

    In Zonal Music Competition in the Folk song category

  • Runner-Up Trophy, Dynamix 2012

    Ramjas Foundation

    Won the runner-up trophy in Programming

Languages

  • English

    Native or bilingual proficiency

  • Hindi

    Native or bilingual proficiency

  • Tamil

    Native or bilingual proficiency

Organizations

  • Sally Robotics, BITS Pilani

    AI Team Lead

    -

    * Sally Robotics is an Indian Autonomous Vehicles research group at the Centre for Robotics & Intelligent Systems, BITS Pilani. Spearheaded by Prof Bijay Kumar Rout, the group aims to develop a truly autonomous car for challenging Indian roads. The AI team's research focus is Environment Understanding and Motion Control Learning for complex Indian roads. * Led the AI subsystem with a research focus on Autonomous Motion Control using Deep Learning.

  • BITS-ACM

    Core Team Member

    -

    * Worked on several web-design / graphic-design projects (UI/UX) for various events hosted by BITS-ACM student chapter.

  • Center for Entrepreneurial Leadership

    Core Member

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    * Worked with several cross-functional teams on the design and publicity of CEL's events - Conquest, Summer in a Startup, Startup Weekend, etc.

  • BITS-ACM

    Design Chair

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    * Led the design team on the UI/UX front for various projects undertaken by BITS-ACM student chapter.

  • Conquest, BITS Pilani

    Chief Design Officer

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    * As the CDO, I led the design team for Conquest 2017. * Key responsibilities: identifying new avenues of marketing & publicity, establishing design standards, and collaborating with external partners to publish and print digital content.

  • Conquest, BITS Pilani

    Design Associate

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    * Conquest is an international startup conclave organized by the Center for Entrepreneurial Leadership (CEL) of BITS Pilani. It is India’s largest student-run startup conclave. * As a design associate, I contributed to various forms of artwork - graphic design, publicity & branding.

  • Aarohan, BITS Pilani

    Core Team Member & Design Associate

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    * Contributed to the design of Aarohan - an All-India Science and Math examination for high school students

  • National Service Scheme - Computer Literacy Programme

    Teaching Volunteer

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    * Taught elementary computer science concepts to underprivileged middle-school & high-school students. * Conducted hands-on programming sessions in C++, Python & HTML/CSS at Pilani Resource Center.

  • Softsol, Mount Carmel School

    Co-Founder & Programming Head

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    * Was one of the co-founding members, and, served as the Programming Head of the computer club of Mount Carmel School, Anand Niketan.

  • Indian Music Choir

    Member

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    * As an active member, I took part in various music competitions (vocals and instrumental) and plays. * Played Keyboard, Harmonium, and, Xylophone, and, was one of the lead singers in a few Music Albums.

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