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These are the recent experience

------------------------------------------------------------------------------------
SCIENTIST, IHPC, A-STAR, Singapore(2015-now)
----------------------------------------------------------------------------
+ OCR of Indian vernacular language, Tamil to 62% accuracy using OpenCV, PIL and numpy
+ Deep learning for prediction of human thermal comfort-an MLproduct to predict the mean radiant temperature inside a high blockage ratio indoors using TensorFlow

+ Application of a classification algorithm to mammography-an ML product to detect breast anomalies using ANN.

+ Forecasting of streetlevel thermal comfort using the support vector machine algorithm based on datasets obtained from simulation studies and Singapore weather archives.

+ Comparison of the swarm intelligence based optimization methods-PSO, ACO and ABC for the determination of the characteristics of an ideal street.

+ Evacuation of Hot Air from the Cabin of The A380--as the Principal Investigator with a funding of 200K SGD from Singapore Airlines for a machine learning kernel to improve thermal comfort inside the flight cabin.

+ IEM (IntegratedEnvironmentalModeller)-Software tool development for an integrated platform for urban multi-physics simulating coupled wind, solar and noise and superimpose on GIS-as Software Lead.
---------------------------------------------------------------------------------------------------
Researcher, University of Ulsan, 2014 – Feb 2015
--------------------------------------------------------------------------------------------------
+ Machine Learning applied to a coupled cardiovascular flow-MRI scan for the realtime detection of cardiac arrest.
------------------------------------------------------------------------------------------------
Assistant Professor - Senior Grade, Galgotias University, India
-----------------------------------------------------------------------------------------------
+ Teaching Automobile Engineering Courses like Vehicle Dynamics, Finite Element Analysis, Engine Design and SImulation of Automotive Engnieering Systems and Components.

+ Research in computational methods for the Control Volume Finite Element Analysis, Computational heat transfer","rawText":"At least 12 years of experience in the field of numerical mathematics for a variety of scientific applications including fluid dynamics, heat transfer, Monte Carlo methods, intracutaneous drug diffusion, bioheat trasfer, financial modelling, micro-weather, human thermal comfort etc., Have been involved in research jobs in several renowned groups in Austria, Korea, Japan, Denmark and Singapore. Capable of hacking libraries in C++, Python and other mainstream languages and re-writing them at will. Expert in data structures and algorithms with an eye for computational efficiency and optimization. These are the recent experience ------------------------------------------------------------------------------------ SCIENTIST, IHPC, A-STAR, Singapore(2015-now) ---------------------------------------------------------------------------- + OCR of Indian vernacular language, Tamil to 62% accuracy using OpenCV, PIL and numpy + Deep learning for prediction of human thermal comfort-an MLproduct to predict the mean radiant temperature inside a high blockage ratio indoors using TensorFlow + Application of a classification algorithm to mammography-an ML product to detect breast anomalies using ANN. + Forecasting of streetlevel thermal comfort using the support vector machine algorithm based on datasets obtained from simulation studies and Singapore weather archives. + Comparison of the swarm intelligence based optimization methods-PSO, ACO and ABC for the determination of the characteristics of an ideal street. + Evacuation of Hot Air from the Cabin of The A380--as the Principal Investigator with a funding of 200K SGD from Singapore Airlines for a machine learning kernel to improve thermal comfort inside the flight cabin. + IEM (IntegratedEnvironmentalModeller)-Software tool development for an integrated platform for urban multi-physics simulating coupled wind, solar and noise and superimpose on GIS-as Software Lead. --------------------------------------------------------------------------------------------------- Researcher, University of Ulsan, 2014 – Feb 2015 -------------------------------------------------------------------------------------------------- + Machine Learning applied to a coupled cardiovascular flow-MRI scan for the realtime detection of cardiac arrest. ------------------------------------------------------------------------------------------------ Assistant Professor - Senior Grade, Galgotias University, India ----------------------------------------------------------------------------------------------- + Teaching Automobile Engineering Courses like Vehicle Dynamics, Finite Element Analysis, Engine Design and SImulation of Automotive Engnieering Systems and Components. + Research in computational methods for the Control Volume Finite Element Analysis, Computational heat transfer","canEdit":false,"editUrl":"https://www.workana.com/freelancer/750e047bf1010dd660ed068d25776662/profile/history","g11n":{"edit":"Editar","save":"Guardar","cancel":"Cancelar","warning":"Cuidado: No compartas datos de contacto o podrás ser bloqueado.","expandText":"Ver más detalles","collapseText":"retraer","placeholder":"Describe tus tareas en proyectos anteriores, tu rol y valor agregado para cada hito de tu carrera profesional. 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