Projects

GitHub Projects

University Projects

Research Paper: Speeding-up Deep Learning Training: Numerical Optimizer

  • Analysed first-order gradient based optimisation techniques.
  • Built a CNN model using Keras and TensorFlow.
  • Trained the model having 1,250,858 parameters on CIFAR-10 datasets using Adam, SGD, AdaGrad and RMSProp.
  • Tuned hyperparameters to achieve convergence in less epochs.
PythonTensorFlowKeras

Redesiging Glass Elevator

  • Distributed the respective research work among colleagues.
  • Motivated my team members and assisted them in their allocated work.
  • Collated their ideas and argued constructively to get the best possible design.
  • Designed the elevator using CAD with reference to BSI.
  • Simulated the model through FEA.
  • Built two working prototypes using manufacturing workshop.
  • Prepared AutoCAD drawings for laser cutting and water jet machine.
SolidworksAutoCADFEASimulationsManufacturing
Report

Business process improvement by simulation

  • Optimized a production plant to achieve maximum revenue using simulation software.
  • Investigated the impact of machine breakdown on production line.
WITNESS ManufacturingOperations ManagementProcess ImprovementDiscrete Event Simulation
Report

Commissioning a linear drive system

  • Assembled and commissioned a rodless cylinder system being used as part of a pick and place device.
  • Incorporated an emergency system which would stop the linear drive instantly using non-return piloted valves.
  • Programmed PLC and obtained cycle time using Function Generator.
PLC ProgrammingLadder Logic

Master Thesis: Future Smart Grid Model

  • Investigated the present scenario in field of smart grid technology.
  • Presented a conceptual model for interfacing renewable energy resources, power distribution grid and electrical vehicles within microgrid.
  • Introduced a topology to reduce the loads on electric grid in peak times, facilitating distributed generation.
Smart GridPower ElectronicsDistributed Generation

Research Paper: Magneto-rheological Technology

  • Analysed smart behaviour of MR fluid to transform its colloidal structure in presence of magnetic field and regaining original liquid state in absence of the same
  • Represented the design criteria for MRF applications using operational mode such as shear and valve mode.
MR Technology
Report

B.E Project: Missile Guidance and Control Systems

  • Analysed guidance systems such as GOT (go-on-target) systems and GOLIS (go-on-location-in-space) systems.
  • Investigated different type of control systems such as tail, canard, wing and unconventional control.
  • Studied countermeasures for infrared and radio-guided missiles.
Missile TechnologyControl Systems