Departmental Achievements – DSA 24-25

TEACHERS’ ACHIEVEMENTS – Research recognitions, grants/projects, state/national/international awards,
patents/IPR secured, etc.24-25

Presented Paper

  1. Conference Paper – Parikh, Rachana, and Hiren Joshi. “Joint Intent Classification and Slot Tagging of Gujarati
    Task Oriented Dialogue” : In 4th International Conference on Artificial Intelligence, 5G Communication and
    Network Technologies (ICA5NT 2024) – Velammal Institute of Technology

Publications

  1. Rachana Parikh, Dr. Hiren Joshi. End-to-End Gujarati Task-Oriented Dialogue Management using
    Reinforcement Learning. International Journal of Innovative Research In Technology (IJIRT), 10(11), 2904-
    2911
  2. Parikh R., Joshi H. Intelligent Chat Conversation and Dialogue Management for Gujarati Dialogue. SN
    COMPUT. SCI. 6, 28 (2025). https://doi.org/10.1007/s42979-024-03554-1

Short term training Programme

  1. Attended Short term training cum Orientation Programme on Sensitization of NEP 2020 under Malaviya
    Mission Teacher Training Programme (MM-TTP) of University Grants Commission (UGC) dated 20/11/24
    – 30/11/24
  2. FDP on R Programming for Budding Data Analysts organized by Research foundation of India from 9 to
    19 th October 2024

INSTITUTIONAL AND DEPARTMENTAL ACTIVITIES & EVENTS 24-25

A. Student Achievement:

Sr. No
Event
Level
Institute
Date
Remarks
1
Web Design Competition
Departmental
Department of Data Science and Analytics, MG Science Institute
21 Feb 2025
Winners:

1: Mann Prajapati
Rushi Thakkar
Aryan Patel

2: Garvil Kapadiya
Pruthvi Arya
Sneha Chaudhari

3: Krina Vora
Jiya Chudasama
Tanvi Patel

B. Student Participation:

Sr. No
Event
Level
Institute
Date
Remarks
1
Guest lecture
Expert: Dr. Heena Timani
Founder and Director of iAnanya Datalytix Pvt. Ltd.
College
M G Science institute
14/12/2024
Interactive talk on Basics of Data Science

C. Departmental Best Practice

Sr. No
Event
Date
Remarks
1
Flip Teaching
Sem II
All students selected a review paper related to the subject, learned it and presented the understanding in front of class in 10-15 mins.

STAFF UPDATES – NEW JOININGS AND RETIREMENTS. 24-25

Sr. No
Name
Date of joining
Post
FullTime/PartTime Adhoc
1
Ms Rachana Gendiwal
15 th July 2024
Assistant Professor
Full Time