I am a second year Software Engineering student, focused on gaining knowledge in Machine Learning with an interest in Bioinformatics. Currently working on multiple projects in these fields. I am a very ambitious person and keen on learning new concepts.
A short code in R testing whether the DNA sequence in Escherichia coli, with the sample taken from NCBI (National Center for Biotechnology Information), is a coding region, by using the three-base periodicity property.
This project is made to compare different biologically inspired algorithms like Genetic Algorithm, Particle Swarm Optimization, Ant Colony Optimization in hyperparameter tuning in Graph Convolutional Network and Generative Adversarial Network models for link prediction in a SNAPS protein-protein interaction network.
This application is a kid friendly teaching resource, making learning chemistry fun.
Implementing different regression techniques such as Linear Regression (Ridge, Lasso, Elastic Net, Bayesian), Support Vector Regressor, Decision Tree, Random Forest and Neural Network and comparing models using Mean Squared Error, Mean Absolute Error and R squared.