https://www.tresspass.eu/Research, development and project management.

1). Designed a novel framework for the indoor ultrasound localization system: a). Acoustic simulation of a room in COMSOL Multiphysics b). Implementation of signal processing and source localization algorithms in Python c). Analyzing the localization quality in the presence of disruptions (like wall around the acoustic source, noise, and receiver malfunction)2). Advised the colleagues for Python and Machine learning3). Investigated Fraunhofer’s “Terror event database” for the prediction of terror events using machine learning and RNN.4). Built a novel deep learning architecture for multivariate time series long-term prediction.

Simulation of Indoor ultrasound localization system for assessment of disruptive events and resilience improvement options

Simulation of Indoor ultrasound localization system for assessment of disruptive events and resilience improvement options and study of various localization algorithms.

1.Responsible for Instrumentation of Ammonia plant(Kellogg Brown and Root, USA)2.Worked on vibration monitoring system and its components.3.Responsible for the calibration and maintenance philosophy of various field and control room instrumentation.4. Actively involved in the commissioning of paramagnetic oxygen analyzer, mass spectrometer, 2 out of 3 scheme and Advance process control (A.P.C.).5. Involved in D.C.S. upgradation project of ammonia plant.6. Incharge of the team responsible for all the field instrument calibration, maintenance and replacement of the faulty instrument during annual shutdown 2012-2013.

1).Studied in detail about field instrumentation, PLC and relay logics, DCS, CCTV, communication system.2).Worked on a project of designing logic using relay logics and then for PLC using ladder diagram.