Researcher Machine Learning

Peter Sunny Shanthveer Markappa

ORCID:

0000-0003-2967-8088

Email:

Petersunny.markappa@mtu.ie
Linkedin

Personal Summary

Researcher at the Nimbus Research Centre with an interest in AI and Machine learning, in particular Time Series forecasting and Computer Vision.  Completed MSc in Artificial Intelligence from MTU (2022), where my thesis focused on the application of Time Series forecasting to expand the prediction time horizon for the electricity market in Ireland. Prior to this, I have completed a MSc in Computer Science at Karnatak University Dharwad, India in 2013 and a Bachelor of Computer Application from the Karnatak University in 2010. Additionally, I have previously worked in Ebenezer IT Solutions as a Software Engineer on Health Care related projects.    My research interest includes Machine Learning, Deep Learning, Image Processing, Time Series Modelling and NLP     Publications: 
  1. Markappa, C. O’Leary and C. Lynch, “A Review of YOLO Models for Soccer-Based Object Detection”, 2024, 6th International Conference On Intelligent Computing in Data Sciences (ICDS), Marrakech, Morocco, 23-24 October.
  2. P.Markappa and B.Wenning, “Comparative Analysis of LSTM and GRU for Uplink Data Rate Prediction in 5G Networks”, 2023, International Conference on Applied Soft computing and Communication Networks (ACN’23), December 18-20, Bangalore, India 
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