Master's applicant, entrepreneur, innovator
My name is Mehul, I am a master's candidate with background in bachelors of electronics engineering from VJTI in India. My research interests are applications of artificial intelligence in real-life such as use of computer vision in real-time video analytics, and also development of cybersecurity software to combat the impending threat on enterprises and industries against security breaches. I am particularly interested in the application of artificial intelligence in the domain of cybersecurity to come up with highly effective security solutions. View my ongoing research here
Websites & Web Apps
Work done on developing websites/ecommerce platforms for businesses, web app development as part of front end for AI software
Work done on threat detection, penetration testing, OSINT tool development, intrusion detection, IT & OT network security
Work done on real-time computer vision DL software, trading and finance related ML algorithms, using ML and DL algorithms in cybersecurity
Work done on mobile app development for businesses as extension of website, mobile apps created for ecommerce use of businesses
A Portfolio of Projects
Work done as individual projects and also as part of paid freelance work
Sentiment Analysis Web-App
A web-app for running sentiment analysis on live tweet scrapped from Twitter, to be used as an OSINT tool. The web-app framework is of Flask, with an NLP algorithm written in Python running in the backend, the results are then displayed on a web page. The web-app is hosted on Heroku and is available online to use.
Housing Price Prediction
A deep learning algorithm, written in Python which uses neural networks to train the model based on house prices in the past with features such as age of house, distance from city center, etc. This application forms the basis of estimating the future price of a house based on the metrics.
My research focus is on how artificial intelligence can be applied to a number of modern day applications ranging from autonomous driving to security.
I am also interested in working towards building effective solutions in the domain of cybersecurity, coming up with security softwares with implementation in IT and OT.
SQL - Mode, Detection and Prevention
Bike Sharing Count Prediction Using Machine Learning
A blueprint for a cost-efficient IoT enabled Biotech lab
Self-Driving Car to drive autonomously using Image Processing and Deep Learning
A hybrid IDS model implementation for security of ICS
Ongoing Research Project
Cybersecurity of Industrial Control Systems
Working on developing an end-to-end Networks Intrusion Detection System (NIDS), that works an a hybrid model for maximum effectiveness. The hybrid IDS model is comprising of two layer, first layer of a traditional signature based IDS and the second layer consisting of an anomaly detection algorithm to filter out network traffic that might be suspected of a zero-day attack.
Scientific Research Intern
June 2021 - May 2022
Cybersecurity division, Gurugram Police
June 2020 - July 2020
Data Science Intern
Computer Vision, AIRPIX
June 2020 - August 2020
Web Development Intern
IT department, MGI Infra
May 2019 - July 2019
Veermata Jijabai Technological Institute
August 2018 - May 2022
COVID-19 Impact Volunteer
Love for Life Foundation
April 2020 - Present
Business Development VP