Ms R.S. Gendiwal - BSc College, MSc College

Rachana Gendiwal

Machine Learning, Artificial Intelligence, Natural Language Processing, Data Science

Pursuing Ph.D. in Machine Learning
MCA (Double GOLD MEDALIST), Gujarat University (2008) – 83.65%
BCA, Gujarat University (2003) – Distinction (91%)
H.S.C. [Commerce Stream], Gujarat Board (2000) – Distinction (82.83%, School Topper)
S.S.C., Gujarat Board (1998) – Distinction (71.29%)

Assistant Professor, Shreyarth University (August 2023 – May 2024)
Assistant Professor, Som Lalit Institute of Computer Applications (July 2008 – August 2023)
- Delivered lectures on core computer science subjects like Data Structures, Operating Systems, DBMS, Python, Java, etc.
- Mentored students on project development and research activities.
- Coordinated inter-state cultural and academic events.
Visiting Faculty, Rollwala Computer Centre (Gujarat University)
IGNOU: Lectured on E-commerce and HTML.

Joint Intent Classification and Slot Tagging of Gujarati Task-Oriented
Dialogue – ICA5NT 2024 (Velammal Institute of Technology)
Gujarati Task-Oriented Slot Tagging Using Deep Neural Network Models – Soft Computing and its Engineering Applications (Springer), 2021
Gujarati Speech Recognition – A Review – Test and Engineering Management, August 2020
End-to-End Task-Oriented Gujarati Dialogue Management Using Reinforcement Learning – IJIRT, May 2024
Intelligent Chat Conversation and Dialogue Management for Gujarat Dialogue – Under communication in Scopus Indexed Journal

Presented at the 4th International Conference on Artificial Intelligence, 5G Communication, and Network Technologies (ICA5NT) – April 2024.
Participated in the 2nd National Conference on Research Trends in Information and Communication Technology – August 2020.
Attended 2nd International Conference on Soft Computing and its Engineering Applications – December 2020.
FDPs on Machine Learning, IoT, and Natural Language Processing (2019–2021).