Category: Projects
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Solar Offset – Green Coders
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…
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Machine Learning for Mental State Decoding
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…
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Design & Implementation of Solar Power Plant
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…
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Predictive Maintenance of HVAC Systems
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…
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AI in Supply Chain Management
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.…