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Dr. Yogesh Bansal

Assistant Professor (Sr. G)
Department of Computer Science & Engineering (CSE)

yogeshbansal@srmuniversity.ac.in

Education

Degree Specialization University/Institute Name, Year
Postdoc Data Analytics UCD, Ireland , 2024
Ph.D Machine Learning UCD, Ireland , 2023
M.Sc Computing (Data Analytics) DCU, Ireland, 2018
ME Information Technology PU, India, 2011
B.Tech Computer Science and Engineering MDU, Rohtak, 2008

Research Interests

Data Analytics, Machine Learning, Time Series, Multi-modality, Transformers, LLMs.

Current Courses Taught / Teaching Interest

Machine Learning, Data Science, Data Analytics, Devops, Agile Practices, CICD, AWS Cloud.

Academic Experience / Industrial Experience

Duration Institution Position
Nov 2024 – Feb 2025 UCD, Ireland Postdoc Fellow (Freelancing) – Contego
Nov 2023 – Oct 2024 UCD, Ireland Postdoc Fellow – NexSys
Sep 2018 – Dec 2023 UCD, Ireland ML Demonstrator, Teaching Assistant – Consus
Jun 2018 – Aug 2018 Irish Wheelchair Association, Ireland ICT Intern
Dec 2015 – Aug 2017 Init Call Tech., India Big Data Developer
Aug 2011 – Dec 2015 Baddi University, India Assistant Professor
Aug 2008 – Sep 2009 Megh Software / DesignersX Web Developer

Selected Publications/Working Papers

S.No Paper Title Journal / Conference National / International Volume / DOI Page No Date
1 A neural meta model for predicting winter wheat crop yield. Machine Learning Journal International 113
10.1007/s10994-023-06455-1
3771–3788 2024
2 A Deep Learning Model for Heterogeneous Dataset Analysis – Application to Winter Wheat Crop Yield Prediction. ICICCT 2023 International 1841
10.1007/978-3-031-43838-7_14
182–194 2023
3 Winter Wheat Crop Yield Prediction on Multiple Heterogeneous Datasets using Machine Learning. CSCI 2022 International 10.1109/CSCI58124.2022.00040 206–212 2022
4 Sarcasm detection in tweets - - - - Jan-2018
5 Isolation and Detection of selfish nodes in the MANETs. - - - - Jun-2011
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