RECENTS FROM THE WORKSHOP
Project 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.
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.
Smart Storyteller
This project aims to create a deep learning model for the purpose of automatically generating captions for images and thereafter performing storytelling with the help of that caption.
This project encompasses the creative method of storytelling by studying an image by detecting and understanding its contents using deep learning and generating human-like stories thus proving it to be a viable approach for various applications.
Bluebook for Bulldozers
Bluebook for Bulldozers was a kaggle competition in 2013. I used the fastai library to analyse the sales data for heavy machinery. I used various methodologies to clean the data while preprocessing, used statistical tools to extract information from the given and then extrapolated dataset, used feature importance, correlations and hyperparameter tuning and finally the random forest regressor to generate a model that could accurately predict the price of the equipment.
Battery Buddy
Battery Buddy is an android application, developed in Java and designed to act as an interface between the users and battery management system which helps the users to view all the types of data like the current battery percentage, current of charge/discharge, net voltage, temperature across seven regions of the BMS etc. Implemented Bluetooth low energy (BLE), a technology that is mostly associated with sectors related to smart computing, to make the app more efficient.
Smart street light
This project is developed to demonstrate an efficient way of using street lights that results in lesser energy consumption and lower running costs. An 8051 microcontroller is an 8-bit microcontroller. It is built with 40 pins DIP (dual inline package), 4kb of ROM storage and 128 bytes of RAM storage with 2 16-bit timers. These street lights are designed to turn off when a particular level of sunlight is detected by the light sensor or LDR.
Scholar
Developed in my first year, Scholar is an educational portal built on PHP as its back-end. It is a website where students and learners, in general, can come together to learn, teach, write about, enquire about and share their experiences on a common platform. This website encompasses various elements like blogging, a catalog of courses to choose from, following other members, create questions in the form of a post etc. The main purpose of this project is to create a unified platform that includes all the ways in which knowledge can be shared and spread.