● Leading algorithm development for multiple AI projects quantifying and improving reliability, productivity and profitability in the domain of wind energy ● End-to-end development of multiple human in the loop AI systems ● Data science champion throughout the life cycle of digital products

● Co-wrote and executed multiple phase 1 and phase 2 small business innovation research (SBIR) grants with National Institutes of Health (NIH) for microscopy automation, and microscopy image data management ● Microscopy automation- End-to-end development of microscopy automation toolkit to remotely monitor zeiss microscopes over web (Python, wxPthon, vba, tcp/ip)● SlideAtlas™- Single handedly crafted initial prototypes for web-based digital pathology image viewer and annotation platform, and successfully launched in multiple medical schools for classroom teaching● Architected web based front-end tools for demonstration of content based video analysis and retrieval (TRECVID) machine learning system by team KitwareImproved explainability and interpretability of the system with web based introspection toolsIterative query refinement and interactive search for similar videos ● Object detection in images using deep learning: Enhanced SlideAtlas™ with web annotation tools for generation of ground truth data & access controlled interactive image processing and post processing tools

Developed following projects from inception to completion ● A C++ and OpenGL framework for real-time visual-haptic interactive simulation of deformable meshes using finite element method and physics driven neural networks (PhyNNeSS) approach Mechanical modeling of deformation and Coupled thermo-electrical simulations using Abaqus* Inverse-Finite-Element framework using Abaqus* and Scilab using python scripting and wxPython GUI● Instrumented rig for measurement of input power, tool position, resulting temperature and force fields arising in robotically controlled monopolar electrocautery ● A scalable hybrid architecture for collaborative interactions over internet, testing using Qt based GUI ● Computer based objective measurement of surgeons dexterity with gloves embedded with sensorsScattered data interpolation and approximation toolkits using polynomials and radial basis function networks in Matlab and C++● Shaders for glistening effect, bump mapping, GPU accelerated vertex deformations using CUDA ● Created digital content (geometry and texture) using Blender, 3d Studio Max, UGS NX and HyperMesh● Initiated version control practice with SVN and HG

Courses : Finite Element Method, Mechanisms, Calculus II, Design of Mechanical Systems (Capstone, design and fabrication of industry sponsored team projects)Conducted review lectures & problem solving sessions, graded exams and assignments, created problem sets and their model solutions

● Engineered three interactive multi-modal surgery simulators featuring 3D content-rich visualization, force feedback and sound response ● Sole developer from proposal to first launch for HoLEP procedure simulator (http://tiny.cc/z4mso) ● C++ coding on Windows platform with OpenGL rendering and PhysX® engine for physics of deformation ● Created and adapted 3D digital content over 3D Studio Max and Blender for 3D models

at Center for Product Design and Manufacturing (CPDM) ● Mesh processing and curvature based segmentation of scanned head & face geometry (C++, OpenGL) ● Implementation of watershed segmentation algorithm ● Enhancement of segmentation using morphological operators based on color and curvature● Measurement of shortest distances over polyhedral surfaces● Live video stream processing to detect position of laser pointer on projected screen to drive mouse cursor (DirectShow)

● Responsible for setting up and maintaining department mail, web and storage servers for department of mechanical engineering and center for product design and manufacturing (CPDM) ● User and account management for faculty, staff and students

● Developed simulation of hydrodynamics of bubble column reactors with Fluent ● Engineered plugins for Fluent to model user defined forces acting on bubbles using C++ and Fortran