
About Me
At LG Soft India, I worked in collaboration with IISc Bangalore on a project focused on improving audio and video quality assessment for LG TVs. I utilized and fine tuned deep learning models — NISQA for audio quality and FasterVQA for video quality — using datasets created from real test suite content captured through HDMI devices. My role involved dataset preprocessing, model training, and fine tuning to improve prediction accuracy. I integrated these models into the LG Test Suite LTS system via a Flask based service, using GPU servers and TorchServe for real time inference. This helped automate and standardize quality evaluation, reducing manual effort and enhancing the accuracy of LG’s media quality testing pipeline.
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