• Responsible for designing the end-to-end data architecture on Microsoft Azure for the existing technology• Ingesting data unstructured data coming in form of binary files from systems into blob storage, system heartbeat data using IoT Hub and storing it in Table storage, physical information of the systems in MySQL database and metadata for all the data and processing steps in MongoDB (Cosmos DB API for mongoDB)• Using functions and docker container instance for ETL… Show more • Responsible for designing the end-to-end data architecture on Microsoft Azure for the existing technology• Ingesting data unstructured data coming in form of binary files from systems into blob storage, system heartbeat data using IoT Hub and storing it in Table storage, physical information of the systems in MySQL database and metadata for all the data and processing steps in MongoDB (Cosmos DB API for mongoDB)• Using functions and docker container instance for ETL process• Designing a datalake for storing all the different kind of data in an organized manner for data orchestration• Using powerBI for visualization of the data throughout the steps of data orchestration Show less

• Developed a scalable IoT based platform to collect data of environmental and water usage in building using sensors, zigbees, arduinos and raspberry pis.• Data Collection: Built a wireless sensor network, to wirelessly transmit sensor data of all rooms to gateways and then to the server machine where data was stored in a relational database (MySQL server). Designed PCB for the nodes and gateway• Data Storage: used mySQL server and database to store data onto a server machine• Data… Show more • Developed a scalable IoT based platform to collect data of environmental and water usage in building using sensors, zigbees, arduinos and raspberry pis.• Data Collection: Built a wireless sensor network, to wirelessly transmit sensor data of all rooms to gateways and then to the server machine where data was stored in a relational database (MySQL server). Designed PCB for the nodes and gateway• Data Storage: used mySQL server and database to store data onto a server machine• Data Cleaning: used SQL and pandas in python to delete replicas and handle missing value• Data Exploration: used matplotlib and plotly to see the trends in the data of different sensors in each room• Visualization: Supervised the designing and functioning of real time dashboard to display real time sensor data• Machine learning models: Developed models for estimating energy consumption and wastage non-intrusively using machine learning algorithms• Implementation: Implemented the models on real time data using Python (scikit-learn,Keras) • Achieved Classification accuracy of 95.6% for HVAC ON/OFF status • Also used clustering and regression algorithms (NNR, SVR, RFR, Linear regression) on the data• The best regression RMSE achieved was 0.091 using Neural networks• Experiment: Conducted experiments to find out the effectiveness of providing feedback to the users--Scripted automated emails to send daily feedbacks to the users (Python scripts)• Analysed the data collected after providing user feedback (used matplotlib) • Publication: Published one journal and 2 conference papers Show less

• Responsible to introduce the skills and technologies to the 10+ aged children• Developed electronics components kits to enable the children to learn and make their own smart devices.• Following the concept of project based learning, I developed a course where students learn to make gadgets and devices that could help them solve real world problems.• Designed and launched IoT kits for STEM education (Team lead of product)• Along with this I have worked to inspire preschool… Show more • Responsible to introduce the skills and technologies to the 10+ aged children• Developed electronics components kits to enable the children to learn and make their own smart devices.• Following the concept of project based learning, I developed a course where students learn to make gadgets and devices that could help them solve real world problems.• Designed and launched IoT kits for STEM education (Team lead of product)• Along with this I have worked to inspire preschool students and helped them develop the skills of asking question and solving problem. Show less

Worked independently to improve the design and efficiency of Arduino based Antenna Rotor and Controller used to track and receive data from amateur satellites.

Responsibilities included:Writing Proposals for EventsDelegating work amoung team membersWriting and editing write ups to be sent to IEEEPreparing emails

IP enabled Home Automation Workshop

Elementary robotics workshops