Dr.Aparajita Dutta

Information

  • Designation : Assistant Professor, Grade-II
  • Email : aparajita.dutta@cse.nits.ac.in
  • Phone :

Key Notes

  • Conference: International - 7
  • Journals: 3
  • Conferences: 9
  • PhD: Guided: 3
  • Post Graduates: Guided: 2
  • Under Graduates: Guided: 2

12

PUBLICATIONS

3

DOCTORAL STUDENTS

3

PROJECTS

Introduction [Biosketch]

  • Dr. Aparajita Dutta is currently working as an Assistant Professor in the Department of Computer Science and Engineering at National Institute of Technology (NIT) Silchar Assam. Prior to this, she was an Assistant Professor in the Department of Computer Science and Engineering at Indian Institute of Information Technology (IIIT) Guwahati. She completed her PhD at Indian Institute of Technology (IIT) Guwahati in the area of Computational Biology. Her PhD thesis is titled “Neural Network Models for Analyzing the Splicing Cell Variable from Genome Sequences”. She has collaborated with Oslo University Hospital, Norway in the analysis of differentially expressed mRNA in Glioblastoma cell lines. She has an industry experience of 1.5 years working as a Software Developer and Data Scientist. She has also worked at National Institute of Technology (NIT) Nagaland for one year, where she was the course instructor for C and Graph Theory courses.

Areas of Interest

  • Machine Learning, Computational Biology, Natural Language Processing, Bioinformatics

Institution Year Degree
National Institute of Technology Silchar 2011 B.Tech.
Jadavpur University 2014 M.E.
Indian Institute of Technology Guwahati 2021 Ph.D.

Teaching Experience
Assistant Professor
1 April 2022 - 15 December 2023
Indian Institute of Information Technology Guwahati

Graduate teaching Assistant
11 August 2011 - 30 June 2012
NIT Nagaland

Industrial/Research Experience
Data Scientist
1 July 2021 - 28 March 2022
Yellow AI

Software Engineer (R&D)
15 June 2014 - 20 July 2015
Odessa Technologies

S S Mitra, A Dutta, S Barma, S Biswas., “Skill-Driven Loan Prediction for Economic Inclusion: A Computational Approach for Financial Empowerment”, In Proceedings IEEE International Conference on Orange Technology (ICOT) 2024, December 15th 2024, 2024, Taiwan, IEEE

S Chouhan, S Nath, and A Dutta, “HindiLLM: Large Language Model for Hindi”, In Proceedings International Conference on Pattern Recognition, December 5th 2024, 2024, Kolkata, Springer, Ranking B

P Borah and A Dutta, “Conditional Probability-Based Feature Embedding for Genomic Sequence Data”, In Proceedings International Conference on Pattern Recognition, December 3rd 2024, 2024, Kolkata, Springer, Ranking B

Sl.No Course Name Semester Course Code Duration Status
1 Advanced Database Management System M.Tech CS5106 6 months Completed
2 Foundations of Data Science M.Tech CS5302 6 months Completed
3 Data Analysis for Machine Learning M.Tech CS5327 6 months Ongoing
4 Signal and data communication B.Tech CS207 6 months Completed
5 Signal and data communication B.Tech CS207 6 months Ongoing
6 Introduction to Programming B.Tech CS101 6 months Completed
7 Programming laboratory B.Tech CS111 6 months Completed
8 Programming laboratory B.Tech CS111 6 months Completed
9 Object oriented programming laboratory B.Tech CS212 6 months Ongoing

Heart Disease Prediction

Shivam Kumar, Nikhil Kumar, Manish Kumar, Dhiraj Kumar
Ongoing
Supervisor : Dr. Aparajita Dutta
Academic Year : 2024-2025

Deep Learning-based Extraction of Genetic Biomarkers for Prediction of Alzheimer's Disease

Priyanshu Jayant, Enifer Yashmin, Rahul Kumar Shah, Polasapalli Sandeep
Ongoing
Supervisor : Dr. Aparajita Dutta
Academic Year : 2024-2025

Assamese Sentiment Analysis

Arjun Gogoi
Ongoing
Supervisor : Dr. Aparajita Dutta
Academic Year : 2024-2025

Sugarcane Leaf Disease Detection and Quality Assessment using Deep Learning

Gaurav Kunwar
Ongoing
Supervisor : Dr. Aparajita Dutta
Academic Year : 2024-2025

Machine Learning for Cybersecurity

Sukla Banerjee
Ongoing
Supervisor : Dr. Aparajita Dutta
Academic Year : 2024-2025

Medical Image Zero Watermarking

Elizabeth Devi
Ongoing
Supervisor : Dr. Aparajita Dutta
Academic Year : 2024-2025

Bioinformatics

C Lalrinmawii
Ongoing
Supervisor : Dr. Ramanujam E
Co Supervisor : Dr. Aparajita Dutta
Academic Year : 2021-2022

Sl.No: 1

Title Of Research Project: " Interpretable Machine Learning towards Precision Medicine "

Sponsored By: SERB or ANRF

Overall Budget: Rs 1,50,000

Duration: Jun 01, 2023 - Jul 30, 2023 (1 month 29 days)

Status: Completed

Principal Investigator: Dr. Aparajita Dutta

Sl.No: 2

Title Of Research Project: " Leveraging AI/ML for Customized Credit Assessment of the Bodo Tribe in the Bodoland Territorial Region "

Sponsored By: DST

Overall Budget: Rs 16,50,000

Duration: Nov 14, 2023 - Nov 14, 2025 (2 years)

Status: Ongoing

Co Principal Investigator: Dr. Aparajita Dutta, NIT Silchar

Collaborated With: Bodoland University, Indian Institute of Information Technology Guwahati

Sl.No: 3

Title Of Research Project: " Deep Learning-based Extraction of Genetic Biomarkers for Early Prediction of Alzheimer’s Disease "

Sponsored By: CSIR

Overall Budget: Rs 13,00,000

Duration: Jun 18, 2024 - Jun 18, 2026 (2 years)

Status: Ongoing

Principal Investigator: Dr. Aparajita Dutta

Important Notice