▪ Development and implementation of computer vision algorithms for text detection and localization▪ Development of text recognition module using Tesseract-OCR▪ Development of LISP module for Cognitive architecture Adaptive Control of Thought-Rational (ACT-R) to interact with its python counterpart▪ Active involvement in the submission of public project proposals ▪ Development of discriminating features for image analysis▪ Implementation of machine learning methods for image-based classification▪ Computer vision algorithm development in MATLAB and Python▪ Hands on experience in libraries such as OpenCV, VLFeat, Scikit-learn, Python-Numpy, Python-Scipy▪ Proficiency in technical writing, presentation and documentation

▪ Development of long term test monitoring system. The system monitors the usage of computer resources by the application that visualizes data obtained from distributed temperature sensor. The system was implemented using Nagios and graphing was done using Nagiosgraph.▪ Development of python scripts to obtain values of resource usage from WMI (Windows Management Instrumentation).- Verification and validation of the application that visualizes data obtained from distributed temperature sensor

▪ Programming tasks in Visual Basic, Visual Basic Script, Matlab, PHP▪ Design and Deployment of Excel macros for the department▪ Design and Implementation of test set-ups.▪ Experiment execution▪ Automation of data collection and test result analysis▪ Implementation, evaluation and documentation of specific measurements in the field of sensors

▪ Team lead for in-house tool development for firmware development and system validation and verification ▪ Responsible for requirements gathering and coordinating the tasks with the tools development team▪ Performing acceptance testing and release management▪ Mentoring new colleagues, organising cultural activities for team building▪ Hands on experience in component-based software engineering

• Development of automated hardware in loop test framework using MATLAB for system verification of room controllers and switching modules for Bosch Thermotechnik GmbH• Executing system tests and analyzing the results• Responsible for configuration and release management• Responsible for CMMi L5 process adherence, feasibility analysis and effort estimation• Development of adapters to provide interfaces to (Communication) EMS bus and it was integrated to test benches used to test boiler controllers, switching modules and room controllers• Contributed to the first Bosch internal open source project (BIOS) and hands-on experience with popular protocols viz. XML-RPC (remote procedure call) and Restlet

• Requirement analysis, design, implementation, validation and verification for firmware development of room controllers, switching modules along with maintenance of the existing ones for Bosch Thermotechnik GmbH.• Responsible for configuration and software release management• Implementation of hardware layer for interfacing of the peripheral components with the used microcontroller, mainly from the NEC family• Development of communication driver and abstraction layer functionalities for controlling the room controllers over internet• Development of embedded testing tools for spying bus signals between system components