NLP based Text summarization - Research based Application development on experimentation study of various methods of text summarization in Python using various libraries.
Dr. Ashwin Makwana
Prof. Chandrashekhar Pawar
1) Analysis and prediction of LAN Network Activities and optimising performance.
2) Server Log Analysis and Optimizing I/O Performance.
3) Generating & Predicting Source-Code based on input streamed data
4) WebApp Performance Optimizing using streamed data
5) User Behavior Analysis and Prediction on webpage using streamed data.
Objectives :
1. Collect & Process textual data at high-scale.
2. Analyse / Visualize Summary (insight) .
3. Build ML Model / Knowledge Graph
4. Predict/Improve Performance.
Tools & Technology:
1. Flink - Complex Event Processing, Spark , AWS Kinesis, NiFi --- Stream Processing Engines
2. Kafka
3. Machine Learning / Knowledge Graph-neo4j.
4. Dashboarding - Grafana
Email to : ashwinmakwana.ce@charusat.ac.in
Team Members:
Prof. Ravi Patel (IT)
Dr. Ashwin Makwana (CE)
Students of MTech/BTech [Seeking for enthusiastic students]
Seeking for students to create a dataset for the ASR(Automatic Speech Recognition) system. The aim is to collect and "label"(Transcript) a minimum 5000 hours of GUJARATI Data. They can use the tools available online to collect data.
Dr. Ashwin Makwana
Prof. Rekha Karngiya (IT)
Seeking for students for Web based and Mobile Application for CHARUAT HRDC Automation System. Training Management, scheduling, expert details management, expenses details, budgeting, attendance, certificate.
Email to ashwinmakwana.ce@charusat.ac.in.
Dr. Ashwin Makwana
Prof. Sneha Padhiyar
Prof. Kruti Dhyani
Students required for development of ARIP and CHRF Physiotherapy clinic automation system. PHP/MySQL based application for development of Clinical management system includes various modules like patient information system, treatment and followup management, etc.
Dr. Ashwin Makwana
Dr. Ritesh Patel
Prof. Arpita Shah
Looking for students for Research project on Deep Learning base Speech processing.
Dr. Ashwin Makwana
Prof. Sagar Patel
Project Modules:
Project Description:
Project Status: About to complete
Agency name: DIET, Anand
Project Team Members:
1) Nimesh Italiya
3) Prof. Kruti Dhyabni, CE Dept.
4) Dr. Ashwin Makwana, CE Dept.
5) Dr. Ritesh Patel, CE Dept
School Management System
School Management Systems Plays an essential role in the current educational system. School authorities all over the world are engaged in a lot of day-to-day administrative and academic activities to manage and provide a better academic experience to students effectively. However, maintaining and keeping track of school administrative activities is not an easy process in the fast-growing world. It requires hard work and often it is time-consuming.
Technology: PHP, MySQL
Students Required: 3
Last Date of Solicitation: 21/01/2021
Project Modules: (1) User Management (2) Fees collection (3) Identifying batch mismatch and duplicate entries of user in swimming pool
Project Description: Swimming pool is managed in batches. there are total 7 batches runs in one day. Two Face & Finger scan device monitors IN & OUT of users. Devices are placed at the entry point of swimming pool. Customer ID should be manual manageable.
Follows are expected reports:
Every day, batch wise list of candidate should be display on screen. Major interests are,
Name, phone and total users should be displayed on screen.
In and OUT track of customers.
Main goal to find out users who are inside pool at the end of batch time.
At the time of overlapping time, screen should contain users of previous batch only. Until and unless all are out, next batch IN will not be displayed. In case, if users forget to punch OUT, there should be manual provision to remove from screen.
Report should highlight users who came for more than one time in a day. In such case, It should display multiple IN and OUT time. (Special Case Display).
Project Status: Completed
Agency name: Vallabh Vidhya Nagar Town Club, V. V. Nagar, Anand
Project Team Members:
1) Nimesh Italiya
2) Dhruvil
3) Pruthvi
4) Dr. Ashwin Makwana, CE Dept.
5) Dr. Ritesh Patel, CE Dept