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Software Engineer
Honeywell•  August 2022 - October 2023
Designed, developed, and helped maintain backend systems for web applications. Implemented responsive user interfaces using modern front-end frameworks such as React.js. Implemented database solutions, including Microsoft SQL Server, to store and retrieve data efficiently. Implemented and maintained APIs to facilitate communication between frontend and backend systems. Utilized a variety of data sources, including structured and unstructured data, to build robust predictive models. Employed feature engineering, data preprocessing, and optimization techniques to enhance model performance. Continuously monitored and updated models to ensure their relevance and accuracy in real-world scenarios.
Artificial Intelligence Intern
Honeywell•  February 2022 - August 2022
Initiated with Data Collection, Preprocessing, Feature Extraction and Model Training. Implemented an algorithm that processes the extracted features and predicts whether a frame contains fire or not. Considered the temporal aspect by analyzing sequences of frames to improve accuracy and reduce false positives. Deployed the trained model to analyze real-time video streams. Integrated the fire detection system with an alerting mechanism to notify relevant authorities or stakeholders in case of fire detection.
Education
MIT, Manipal (Manipal Institute of Technology)
Computer Science & Engineering, B.Tech•  July 2018 - September 2022
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