RECENTS FROM THE WORKSHOP
Projects Showcase
A collection of selected work. I love building anything that's creative, impactful, elevates user experience and has a potential to change lives.
MedSol
Since COVID-19, there is an increase in the consumption of drugs, which sometimes lead to severe implications due to salt interactions. This project aims at identifying such interactions in medical prescriptions. This step eases the process of prescribing medicines to people so that they face no health complications.
Roller element bearing remaining useful life prediction: ML hybrid approach
Bearing degradation is sometimes severe and is the major cause of machinery failure. This project aims at predicting the remaining useful life of the ball bearing by applying ANN and various ML algorithms. Further, optimisation of the neural network was achieved by applying genetic algorithm, thus, significantly reducing the error.
Toxic comments classifier
According to the study conducted by council on foreign relations, it is seen that there is an increase in the reports of hate speech through comments on social media platforms. This project aims to filter out and create a classifier to detect different types of toxicity like threats, obscenity, insults and identity based hate.
Profiling of consumers to predict preferred car segment using neural networks
This project aims to help car companies build that segment of a car which most people statistically prefer. Worked on collecting data on various decision making factors while a consumer purchases a car, feeding them into a neural network which predicts the segment of car (SUV, sedan and hatchback) the person will prefer to purchase.