Projects
NIRF Data Extraction and Analysis
The National Institutional Ranking Framework (NIRF) was approved by the MHRD and launched by Honourable Minister of Human Resource Development on 29th September 2015. This framework outlines a methodology to rank institutions across the country. A lot of information is published by the board but it is not given any analytical form which could help in doing an analytical comparison between multiple institutes. Therefore we aim to extract the data present on the website in PDF format and do various sorts of analysis on the data using Python.
View Project
SMART Visitor Recognition
This project focuses on creating a smart visitor recognition system that provides notifications to the owner through the Internet whenever a person comes at the door. When a person comes at the door, camera sensor captures his/her image and sends it to the ML face recognition module. It recognises the face of the user with any of the allowed members and matches the entry timing. Furthermore, we have also provided a time-based heuristic which allows entry only under desired timings. The advantage gained by choosing this system over similar current systems is that it provides automatic entry in case the person is recognised and is trying to enter within desired timings. In all other cases, the user receives a notification to allow/deny. The developed system provides accurate judgements under different test scenarios.
View Project
Efficient Information Retrieval System using Stack Overflow Data
The project focusses on extracting the top most relevant questions to a particular query in less time (~0.1ms) using Elastic search and also showing similar questions by using semantic searching using BERT transformer model.
View Project
Intelligent Farm Irrigation System
The goal is to create an intelligent irrigation system that uses servo motors to manage water flow based on a Machine Learning algorithm’s forecast. To anticipate the water flow, this algorithm uses the humidity and temperature data produced by the sensor associated with each individual servo motor sensor. In addition, the water flow is only controlled during the day. During night time, system is switched off.
View Project