Somashekhar Kulkarni Email & Phone Number

Stuttgart, Baden-Württemberg, Germany

Dresden, Saxony, Germany

Dresden, Saxony, Germany

Topic: Benchmarking Bio-image analysis workflows on High-Performance Computing and Edge Computing platforms- Setup image denoising workflows based on U-Net and image segmentation workflows based on traditional methods in Singularity containers and Conda environments on High-Performance Computing cluster and Edge Computing server- Benchmarked containerized Bio-image analysis workflows on High-Performance Computing cluster and Edge Computing server- Statistically analyzed the benchmark results, using bootstrap-based confidence intervals, from the standpoint of run times, memory usage, and energy usage- Devised a strategy to choose the optimal computing system for the execution of a particular workflow based on the obtained timing data- Based on the devised strategy, made recommendations for the optimal system to execute image denoising and image segmentation workflows

Görlitz, Saxony, Germany

- Literature survey on uncertainty techniques for neural networks, Bayesian ML, Gaussian Processes, and related topics- Understanding, implementation, and testing of Monte-Carlo Dropout and Ensembles techniques on synthetic data for regression-like tasks in PyTorch- Implementation of Gaussian Processes in MALA using GPyTorch and speedup with the help of GPUs- Setup a model consisting of two serial Gaussian Processes in MALA using GPyTorch to compute the total energy of a molecular system from its initial spatial configuration

Dresden, Saxony, Germany

Worked as a Student assistant at the Geometric modeling and visualization (GMV) research group which is a part of the Institute of Geometry at TU Dresden. I was involved in the design, production and analysis of connectors for Concrete elements which are to be used in building large structures.

Pune, Maharashtra, India

Involved in the installation and commissioning activities of a Vehicle testing cell at Horiba India Technical Centre, Pune, India

Kanpur Area, India

Involved in the modeling, meshing of cylindrical geometries similar to the TOSQAN test facility andsimulating Spatio-temporal transport process related to stratification, natural circulation andcontainment wall condensation in these geometries using ANSYS CFX

Pune Area, India

- Involved in the design and development of rugged enclosures/chassis for electronic equipment based on the customer requirements- Entrusted with the task of performing structural & thermal simulations so that the products are inconformance with MIL-STD-810- ESS (Environmental stress screening) involves checking the structural integrity of the chassis by simulating tests like Harmonic vibration, Random vibration, Acceleration, Shock etc.- Thermal simulations involve simulating the process of conduction cooling or convection cooling if fans arepresent- Have worked on projects like Common Processor Board-2 (CPB-2), Baseband & Rugged VPX Chassis

Pune Area, India

- Studied the different suspension/axle level geometric parameters like caster, camber, thrust angle, etc.- Studied the different patterns of tire wear and their causes- Went for a few field visits to observe/study premature tire wear complaints reported to the dealer- Identified and studied in detail the in-house assembly processes which are critical for tire life- Collected and analyzed the Product Warranty Claims data for the past one year- Based on the findings of the analysis and studies done, suggested a few measures which if implemented could help in the reduction of premature tirewear problem

Goa

- Designed a robust upright and wheel hub for the vehicle and optimized it according to the results obtained from simulation tests- Successfully cleared the virtual round of the competition held in January 2015

Rourkela

- Determined the various factors affecting the ideal functioning of the conveyor systems- Determined the various improvements that could be done by comparison with other types of conveyor systems- Suggested a few feasible solutions which were forwarded to the SWPP authorities

Master Of Science - Ms, Computational Modeling And Simulation

145 ECTS/Credits completed. Relevant Coursework: Deep Learning, Computer Vision, Machine Learning, High-Performance Computing, GPU.

Bachelor Of Engineering - Be, Mechanical Engineering

Activities and Societies: SAE

Indian School Certificate (Isc), Science

Indian Certificate Of Secondary Education (Icse)