Naishal Patel

Naishal Patel

San Francisco, California, United States
2K followers 500+ connections

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About

I am a Masters in Computer Science student at Rutgers University. My area of interest are…

Activity

Experience

  • Salesforce Graphic

    Salesforce

    San Francisco, California, United States

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    New Brunswick, New Jersey, United States

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    San Francisco, California, United States

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    United States

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    United States

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    Ahmedabad, Gujarat, India

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    Gandhinagar, Gujarat, India

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    Gandhinagar, Gujarat, India

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    Gandhinagar, Gujarat, India

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    Ahmedabad, Gujarat, India

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    Gandhinagar, Gujarat, India

Education

Licenses & Certifications

Volunteer Experience

  • YUVA Unstoppable Graphic

    Team Lead

    YUVA Unstoppable

    - 2 months

    Education

    I, along with my team, provided basic education to 120 students in a rural school and also taught them some technologies useful for them in their village

Projects

  • Travelling Salesman Problem Variations

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    ▪ Implemented three genetic algorithms: Ant Colony Optimization, Black Hole Optimization, Particle Swarm Optimization using Python with
    multiprocessing; to find a polynomial-time solution of an NP-Hard problem and analyzed the space and time complexity along with optimality
    of the solutions.
    ▪ Developed UI using PySimpleGUI for initial user inputs and utilized Matplotlib for visualization of results.

    Other creators

  • Voyage into the Unknown

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    ▪ Designed and implemented variations of A* algorithms using Python with multiprocessing, for different variants of target finding agent in the
    given gridworld with obstacles, where the agent has no prior knowledge of the environment and learns about it as it traverses along the
    gridworld.
    ▪ Utilized the data generated from the implemented algorithmic agents to train a model using Tensorflow and Keras to mimic the behavior of
    algorithmic agents gaining over 91% accuracy.

    Other creators

  • Real-time Hair Detection system

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    ▪ Designed and created an application that detected hair and allowed users to alter hair color in real-time which has a significant impact in the
    fashion industry.
    ▪ Used OpenCV for preprocessing image data and used PyTorch to train PSP ResNet neural network model gaining over 96% accuracy.

    Other creators

  • Image Splice Detection

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    As a part of our Research Project, we worked on different techniques for the image splice classification problem.
    Designed and implemented a deep convolutional neural network using transfer learning with DenseNet that uses texture to detect spliced images. Analyzed images using GLRLN matrix feature then applied Principal Component Analysis to extract relevant features.

    Other creators

  • Web application for Warehouse Management System

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    ▪ Designed and implemented a full-stack web application using HTML/CSS and JavaScript that allows the manager to keep track of goods and
    orders in multiple warehouses, and also customers can check the status of their orders.
    ▪ Used PostgreSQL as the database to implement functionalities like generating Goods Receipt Note and Sales Invoice, managing purchase order
    and sales order.

Languages

  • English

    Full professional proficiency

  • Hindi

    Native or bilingual proficiency

  • Gujarati

    Native or bilingual proficiency

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