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Work Experience
Systems Engineer
Infosys Limited• August 2017 - July 2018
Worked with Machine Learning COE of Infosys Centre of Emerging Technology Solutions (erstwhile Infosys Labs), R&D wing of Infosys Ltd. and involved in solving complex real world scenarios in the Audio-Video-Text analytics domain using Image Processing, Object Detection and Machine Learning Algorithm’s and Techniques and deploying services on Django rest server. o Data Extraction, Mining, and Visualization Development and mainlining of in-house applications for feature implementations and upgradations. Extracting audios in explicit format from various audio and video formats using open source cross platform solutions and using extracted audios to train models for speech transcription using CMU Sphinx. Developed a Bulk file renaming and manipulation application to rename and edit thousands of files in the folder Responsible for data manipulation and cleaning which is later used for training models, applications performance and improvising improvement as required. Also, responsible for benchmarking the application performance and improvising improvement as required. Key technologies used: Python, Julia, Perl, FFMPEG, R, JAVA. o Image-Video-Text Analytics Based Rapid Prototyping Rapid prototyping based on client requirements to visualize features and to fabricate a scaled model of the same for a quick turnaround in production related Automation areas. Worked on various POC's/Projects which were later exposed as part of REST API based Platform (Infosys IP) using Python, Open CV and Java, integrated with Machine Learning approaches. Key POC's include Logo Detection, Sentiment Analysis from Image-Text-Audio-Video, Speech Transcription etc. Key technologies used: Python, Open CV, JAVA, Django rest API.
Education
Trent University
Computer Science, MS• August 2018 - December 2019
Punjabi University
Computer Science & Engineering, B.Tech• August 2013 - August 2017