Handwritten Characters Recognizer. Jan 2022 – Feb 2022
Built a model to perform segmentation and recognition of individual mathematical symbols from offline HME
Recognizer achieved an accuracy of 96% on testing data
DNN-based semantic segmentation model. April 2022 - June 2022
Extended coverage of existing model by modification in internal architecture to increase coverage to the domain segmentation in HME
Achieved Mean IoU score of 89.5% on segmentation and model proves to be indifferent to variability in the image size and varying intrinsic properties of the input image.
Fully Automated Vaccination System for Rural Areas in India Oct 2021 - Dec 2021
Built an updated vaccination system focused on increasing registration and recording entry in rural areas with low literacy rates.
Deployed model in a simulated environment worked at 8x pace than the traditional method.
Bike Accident Detection Mechanism. Apr 2021- May 2021
Developed a full working model to detect if the vehicle met an accident and send a distress message to the contacts with the location.
The prototype shows the location of the vehicle with pinpoint accuracy.
Market Analysis based on NLP and Historical Data. Sept 2020-Nov 2020
Built a model to perform segmentation and recognition of individual mathematical symbols from offline HME
Recognizer achieved an accuracy of 96% on testing data
Anachronistic Image Detector. May 2020- July 2020
Using the Selenium framework, developed a model capable of detecting anachronism in input images using automated RIS.
The model outperforms traditional methods in performing RIS.
Diceware Passphrase Generator. Sept 2019- Oct 2019
Using C++ file handling, developed a model to generate the passphrase of the desired length.
It is blazing fast in comparison to the corresponding traditional method to generate strong passphrases.
Developed web application recently with multilanguage support.
Splasher Feb 2019 - March 2019
Built a GUI free program to present and change the background of PCs for free with desired time intervals.
The program is free in comparison to its competitor
Backend Part of Smart Bed. July 2018 - Aug 2018
Built an independent module that tracks eye movements to help bedridden paralysis patients to perform basic activities without assistance.
