Ayushi Kulshreshtha

Worked on data extraction from different PDF and word templates provided by different bank clients and arrange the extracted data in excel file according to the format given by customer. Worked on time series problems like stock market from the data provided by the customer. Worked on screen shots and retrieve specific information from them and provide output report to the customer. Worked on providing end to end automation solution by creating bot using all possible tools like Image processing, OCR Tesseract, Tkinter, selenium etc. in python. Gathered information using scraping in python from web and desktop applications. Major Project: Video Categorization model developed by Training Google audio-set to characterize laughter (giggle/snicker/belly laugh/baby laughter/chucking and chortle) using Deep Learning on video frames and sound spectrograms extending the research to locate the object producing sound in video. RFID Attendance System: In this system, each student is issued an RFID tag. Controlling unit is in the institute. Whenever the card is placed near the reader, it will mark the student present. Automatic Rain Wiper: Windshield wiper developed automatically gets activated when there is rain or if there is presence of some water on the windshield.

Laughter Categorization model developed by Training Google audio set to characterize laughter (giggle/snicker/belly laugh/baby laughter/chucking and chortle) using Deep Learning on sound spectograms.