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Chinmayee Siddaramaiah
  • Working at INTEGRATED MEDIA SYSTEMS CENTRE,
  • Studying at UNIVERSITY OF SOUTHERN CALIFORNI
  • Living in United States
  • Website https://github.com/chinmayee95
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About

I am a graduate student at the University of Southern California, pursuing MS in Electrical and Computer Science Engineering. I will be graduating in May 2021. I am majoring in computer vision and machine learning. I am looking for spring coop and full-time positions in the fields of computer vision/ machine learning/ deep learning/image processing/ data science/ software development. I am working as a teaching assistant for 'Applications of machine learning', a research assistant at IMSC (multimedia and big data) and a research programmer at Marshall Business School(NLP and big data). I have been doing directed research on MRI image translation(Deep learning and MRI data) since January 2020.

  • Experience

    Qualcomm, Bangalore
    Worked from 2017-2019 at Qualcomm in RF Analog team as a Layout design engineer. Used machine learning algorithms to automate CAD tool and tasks. Designed and implemented layouts of 5G/4G/LTE transceiver circuits on 14/28 nm technology nodes.
    Robert BOSCH, Bangalore
    Interned at BOSCH for 4 months in embedded engineering. Understood SDLC and CI/CT. Worked on sensor addition starting from algorithm design to code implementation and testing on ECU.
  • Projects

    Video browser search engine - Built a novel video browser search engine on V3C1 data using concepts of computer vision, NLP, text processing and retrieval. Paper presented on this has been accepted.
    MRI image translation - Developed a model to translate MRI weighted images to T2/T1 from T1/T2 using CycleGAN.
    Topic modelling - Used LDA and K means for topic modelling of various institutions.
    3D image reconstruction - SFM pipeline constructed for 3D scene reconstruction from 2D images.
    Semantic segmentation on KITTI dataset - An application for autonomous driving application.
    Detectron on object tracking and identification - Facebook research's detector2 was used on PASCAL-VOC for object detection.
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Chinmayee Siddaramaiah created a new article
4 months ago - Translate

An Interactive Video Search Tool | #an Interactive Video Search Tool #video browser prototype

An Interactive Video Search Tool

An Interactive Video Search Tool

We developed a prototype of an interactive video search tool for the preparation of MMM 2021 Video Browser Showdown (VBS). Our tool is tailored to enable searching for the public V3C1 dataset associated with various analysis results including detected objects, speech and text recognition,
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