Jithendran

Author: user

  • Solar Offset – Green Coders

    Solar Offset – Green Coders

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    In February 2023, during my postgraduate programme, I was asked to develop an application for the Team Software Project module. The module leaders assigned the teams and we were expected to come up with a software application, in the agile way. The application primarily aims to track the carbon emissions of an individual/household and offset…

  • Machine Learning for Mental State Decoding

    Machine Learning for Mental State Decoding

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    This was my dissertation project submitted for the completion of MSc in Advanced Computer Science at the University of Sheffield. This project involved training predictive models to predict observable mental states from the measured brain activity. Brain activity refers to the blood flow in the neurons inside the brain which is collected as signals during…

  • Learning to walk, again

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    Have you ever had a chance to experience (once again) to learn to walk again? I was not injured, nor was I presented with some illnesses but I had an interesting experience recently.  I recently strolled on one of the trails in Peak District, UK. This is one of the trek paths I took months…

  • Emotion Recognition on E-Learning Community to Improve the Learning Outcomes Using Machine Learning Concepts: A Pilot Study

    Emotion Recognition on E-Learning Community to Improve the Learning Outcomes Using Machine Learning Concepts: A Pilot Study

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    This was the paper published from the findings of mini-project facilitated as part of the curriculum in the senior year of SASTRA Deemed University. The project was done in collaboration with the peers in the department mentored by a faculty from the Department of Computer Science in the School of Computing. This project and hence…

  • Diabetic Retinopathy Detection using Deep Learning Techniques

    Diabetic Retinopathy Detection using Deep Learning Techniques

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    This paper was published while collaborating the faculties of the Department of Computer Science. The contribution was significant especially in the development of deep learning models using Python as the programming language and Tensorflow as the deep-learning framework. Digital fundus images of the eye were used to classify Diabetic Retinopathy in the adults. Various configurations…

  • Design & Implementation of Solar Power Plant

    Design & Implementation of Solar Power Plant

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    This was a professional project executed in Gyandata Pvt Ltd. for a client. A python application was developed that helped reduce the design time for the team in the client’s headquarters and monitor the progress made in the construction site. This also helped save the lookup of hundreds of spreadsheets  Rapid prototyping techniques were used…

  • Predictive Maintenance of HVAC Systems

    Predictive Maintenance of HVAC Systems

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    This was my first professional project executed during my employment at Gyandata Pvt Ltd., This was developed for a client in refrigeration industry. The role included performing consolidation and initial data analysis that helped in building and tuning machine learning models to help predict faults and failures of HVAC systems with a lead time of…

  • AI in Supply Chain Management

    AI in Supply Chain Management

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    This was a professional project executed in Gyandata Pvt Ltd for a client in Supply Chain management. An AI prediction tool was designed and developed to maintain an optimal inventory level by planning for efficient procurement workflows. This was also a project were secure coding practices were enforced to pass vulnerability assessments and penetration tests.…