Advanced Data Structures and Algorithms

Foundations of Computer System Design

Computer Networks and Internet Protocol

Deep Learning Specialization

Sequence Models

Convolutional Neural Networks

Mathematics for Machine Learning Specialization

Mathematics for Machine Learning : PCA

Mathematics for Machin Learning : Multivariate Calculus

Structuring Machine Learning Projects

Programming for Everybody(Getting Started with Python)

COVID-19 Contact Tracing

Improving Deep Neural Networks : Hyperparameter tuning, Regularization and Optimization

Mathematics for Machine Learning : Linear Algebra

Neural Networks and Deep Learning

Machine Learning with Python

IELTS Examination

Amateur Wireless Station License

Diploma in Management (GLPSS Management & Entrepreneurship Program

Hardware Fuzzing using Beagle Bone Black

Developed fuzzing framework on Beagle Bone Black PLC for AM335X processor using OpenOCD and GDB. Also, we have designed Python script to dispatch operations to board and gather coverage, which can be used for bug detection.

Implementation of FIFO based cache replacement strategy in Champsim

Designed a FIFO-based cache replacement strategy in Champsim simulator (inspired from S3FIFO algorithm) using the concept of quick demotion to increase efficiency. Benchmark evaluation yielded a maximum improvement of 29.2%, with an overall average improvement of 2.6%.

Custom Instruction Design for Quantum Computers: An Experimental Study on Q-ISA Development

Conducted experimental study enhancing quantum computing with custom instructions, leveraging Quil language. Developed instructions similar to existing instructions and more quantum-specific instructions like ADD and QFT.

Implementation of “B” Standard Extension from RISC-V

Implementation of "B" extension from RISC-V in Shakti Microprocessor and verified the implementation using CoCoTB in Python. The implementation was found to be 15% more efficient compared to previous ones.

Electroencephalogram Signal Processing using Independent Component Analysis to classify Cognitive Stress

Designed Experiments to collect data and worked on Python for Denoising Electroencephalogram Signals to classify them using Deep Learning. The Denoising Algorithm used was Independent Component Analysis which performs better than traditional Principle Component Analysis.

Wind Power Projection using Weather Forecasts by Novel Deep Neural Networks

Created a working prototype for a Smart Farm which can be accessed from any where in the world with your mobile. It can control the lighting, motors and irrigation present in the farm. The prototype was created within 24 hours.

Smart Farm using IoT

Created a working prototype for a Smart Farm which can be accessed from any where in the world with your mobile. It can control the lighting, motors and irrigation present in the farm. The prototype was created within 24 hours.

Design of Microcontroller based Wireless controlled Animatronic Hand

A remote robotic hand to mimic actions of the user useful in areas of high risk such as bomb diffusal and chemical laboratories.

Weather Satellite Receiver (RAD-SATT)

A low-cost weather receiver capable of receiving data from NOAA Satellites and processing through software to produce the weather map.

Image Super Resolution Using Autoencoders in Keras

Implemented Image Super Resolution using Auto-Encoders in Keras(TensorFlow2.0)

Quiz Generator using Python Data Structures

Implemented a Quiz conducting program which reads the data and solutions from a CSV file using Python Data Structures including List, Set, Tuple and Dictionary.