At Lightscline, we are building lightweight AI software to reduce 90% of the AI infra and people related time & costs by selectively focusing on the 10% important sensor data.

Working in the area of smart manufacturing at the Laboratory for Intelligent Systems and Analytics (LISA).

Developed a methodology to reduce the search space for asynchronous automotive assembly systems.

Advanced my Bachelor's thesis project on machinery vibration monitoring in the context of industry 4.0 under the guidance of Prof. A.R. Mohanty, (Professor and Head of Department, Mechanical Engineering, IIT Kharagpur), at the Acoustics and Condition Monitoring Laboratory. Here is the website we developed for the lab: https://vibration-monitoring-acmlab.herokuapp.com/(Data may not be visible, please see above link in the featured section for actual vibration data)

Worked on project 'Intelligent Robotic Grasping' at SmartFactory OWL using an open source project to train convolutional neural networks on 3-D CAD models of thousands of objects to predict most robust grasps to pick-up a given object. Integrated an open source software, RGB-D image processing and collaborative industrial robot control for the project.Worked hands-on on industry 4.0 topics: IIoT, IT security, plug and play modules, assistance systems using demonstrations in… Show more Worked on project 'Intelligent Robotic Grasping' at SmartFactory OWL using an open source project to train convolutional neural networks on 3-D CAD models of thousands of objects to predict most robust grasps to pick-up a given object. Integrated an open source software, RGB-D image processing and collaborative industrial robot control for the project.Worked hands-on on industry 4.0 topics: IIoT, IT security, plug and play modules, assistance systems using demonstrations in SmartFactoryOWL. Show less

Developed a modified experimental procedure from first principles to perform the 'pulley-belt' experiment for determining co-efficient of friction. The modified procedure gives results that can be verified on the basis of experimental variables, which earlier could only be calculated from the capstan equation.Studied two approaches to Design of Experiments: Factorial Design & Taguchi method and conducted analyses using the same for several experiments to identify the factors that… Show more Developed a modified experimental procedure from first principles to perform the 'pulley-belt' experiment for determining co-efficient of friction. The modified procedure gives results that can be verified on the basis of experimental variables, which earlier could only be calculated from the capstan equation.Studied two approaches to Design of Experiments: Factorial Design & Taguchi method and conducted analyses using the same for several experiments to identify the factors that significantly affected the results. Publication in the International Journal of Mechanical Engineering Education. Show less

Undertook project 'Robotic Line for Industry 4.0' at the Digital Manufacturing facility, wherein I studied the existing automotive manufacturing line in the 'welding shop' and proposed a new robotic line for factory of the future incorporating industry 4.0 technologies.Worked with the 'robotic simulation' team to understand the automotive body shop, presented my work as 'knowledge session' to a team of around 40 members.Awarded 'Letter of Appreciation' by Program Manager, ER&D Dept.… Show more Undertook project 'Robotic Line for Industry 4.0' at the Digital Manufacturing facility, wherein I studied the existing automotive manufacturing line in the 'welding shop' and proposed a new robotic line for factory of the future incorporating industry 4.0 technologies.Worked with the 'robotic simulation' team to understand the automotive body shop, presented my work as 'knowledge session' to a team of around 40 members.Awarded 'Letter of Appreciation' by Program Manager, ER&D Dept., Tata Technologies. Show less

Worked on design and implementation of stand-alone and grid connected solar utilities using solar PV technology.Designed layout and performed solar PV power generation analysis for different locations and conditions using SketchUp and PVsyst software respectively. Participated in customer visits and marketing strategy.