Shruti is a PhD student in the field of Computer Vision research. She is currently pursuing her doctoral studies at Coventry University in a GCRF-funded project for Crop Modelling. She is part of the Centre for Computational Science and Mathematical Modelling (CSM) at Coventry University.
She received her Masters in Data Science and Computational intelligence from Coventry University in 2020. Additionally, she also holds a Master in Computer Application from Mumbai University, India.
Shruti's research interest lies in applying and developing new Machine learning and deep learning models for Environmental problems. Currently, in her PhD, she is working on leveraging Deep learning strategies to improve the crop yield using Remote sensing data.
She is further interested in leveraging Computer vision strategies for different problem areas and developing solutions
Shruti's PhD project aims to model cultivation based on various environmental factors extracted from remotely sensed data or real-world measurements. This is a multidimensional challenge and cross-disciplinary research. Such a modelling strategy's results will give valuable insights into climate-adapted cultivation. The results of this study can inform the agricultural adaptation policies made by governments, digital agriculture businesses and other stack holders. The benefits on a larger scale will be resilience and improved sustainable societies.
- Palade, Vasile Director of Study
- Sharifzadeh, Sara Second supervisor
- Blackett, Matthew Third supervisor
- Hill-Butler, Charley Fourth supervisor
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Data Science and Computational Intelligence, MSc, Coventry University
Jan 2020 → Jan 2021
Master of Computer Application, Degree, University of Mumbai
2016 → 2019
Bachelors in Computer science, Degree, University of Mumbai
2012 → 2015
- TA Engineering (General). Civil engineering (General)
- Deep learning
- Computer Vision
- Machine Learning
- Remote sensing
- Time-series & Forecasting
- Crop Modelling
- Environmental sustainability
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