Satya Amarapalli

Satya Amarapalli

San Francisco Bay Area
2K followers 500+ connections

About

Seasoned Software Engineer with 7 yrs (+2 MS) of background in designing and delivering…

Activity

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Experience

  • Cruise Graphic

    Cruise

    San Francisco Bay Area

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    San Francisco Bay Area

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    Mountain View, California, United States

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    College Park, Maryland, United States

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    Greater Boston Area

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    Bengaluru, Karnataka, India

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    Bengaluru, Karnataka, India

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    Mumbai, Maharashtra, India

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    Bengaluru Area, India

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    Bengaluru Area, India

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Education

  • University of Maryland Graphic

    University of Maryland

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    • Received Academic Excellence Scholarship, Offered to students with the Best academic performance among graduating students, (2019-20).
    • Won the Best Machine Learning and Data Visualization Challenges in the Bitcamp Hackathon hosted by MLH, 2019.
    • Won the Best Software Hack award in The Local HackDay Hackathon hosted by MLH, 2018.

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    Activities and Societies: Entrepreneurship Cell (IITK), Public Relations team - Antaragni 2012, Public Relations Team - Udhgosh 2012.

Licenses & Certifications

Courses

  • Artificial Intelligence Programming

    CS 365

  • Digital Communication Networks

    EE 673

  • Image Processing

    CS 676

  • Natural Language Proceesing

    CS 671

  • Spintronics and Quantum transport applications to Semiconductors

    EE 698U

  • Wireless communications

    EE 670

Projects

  • Detecting Fake Videos(DeepFakes) using Neural Networks

    • Trained a customized version of ResNet on Face Forensics Dataset to detect digitally altered videos of News anchors.
    • Optimized model achieved an accuracy of 97.9% in classifying Deepfakes and mark manipulated regions in the video.

  • Machine Learning Hack for Credibility Estimation

    • Performed Neural Network based Clustering and identified correlations & similarities in the high dimensional space on FINRA Brokers dataset .
    • Assessed the credibility of the brokers and created a metric for measuring the same

    Won Two categories in BitCamp Hackathon and was judged "Best Machine Learning Hack".

    Other creators
    See project
  • Object Detection on PASCAL dataset using YOLO neural network

    • Performed object detection on PASCAL dataset and identified various object classes in realistic scenes.
    • Optimized model using Resnet network with 152 layers was able to achieve a Mean Average Precision of 50.

Honors & Awards

  • Academic Excellence Scholarship

    UMD

    Academic Excellence Scholarship is awarded to meritorious students who have had the Best academic performance among graduating students.

  • Best Machine Learning and Data Visualization hack

    MLH

    Best Machine Learning hack => Used the data (provided by FINRA) about the brokers of different firms and backgrounds to
    1. Perform Unsupervised Learning and identify correlations & similarities in the high dimensional space
    2. Assess the credibility of the brokers and creating a metric for estimating their credibility.

    Best Data Visualization hack => Used the data (provided by Riskspan) consisting of information about loan borrowers and their backgrounds to
    1. Build a…

    Best Machine Learning hack => Used the data (provided by FINRA) about the brokers of different firms and backgrounds to
    1. Perform Unsupervised Learning and identify correlations & similarities in the high dimensional space
    2. Assess the credibility of the brokers and creating a metric for estimating their credibility.

    Best Data Visualization hack => Used the data (provided by Riskspan) consisting of information about loan borrowers and their backgrounds to
    1. Build a Delinquent loan classifier
    2. Look at borrowers who have defaulted on their loans by creating data visualizations on Tableau

  • Best Software Hack, My Local Hack Day

    MLH

    Won the Best Software Hack award in My Local HackDay Hackathon hosted by MLH.

Languages

  • English

    Native or bilingual proficiency

  • Telugu

    Native or bilingual proficiency

  • Hindi

    Full professional proficiency

  • Sanskrit

    Limited working proficiency

  • Spanish

    Elementary proficiency

Organizations

  • Alumni Contact Program

    Team Mentor

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    A program to reach out to the Alumni of IIT Kanpur, and urge them to stay connected to their alma mater. It also participates in organizing batch wise Re-unions and other alumni related events.

  • Entrepreneurship Cell, IIT Kanpur

    Assistant Coordinator

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    Organizing events to educate fellow students about the Entrepreneurial landscape. The annual entrepreneurship summit of IITK 'ESummit' and SIP (Startup Internship Program) were some of the prominent events organized during this period.

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