Amaan Mansuri

Research and Development Intern

Johnson Controls-Hitachi•  January 2024 - June 2024•  Kadi, India

Developed a reliable Bluetooth communication infrastructure for Hitachi Air Conditioners, leveraging UART protocol; increased connection stability by 33%, enabling non-line-of-sight (NLOS) communication. Created a user-friendly mobile application using Android Studio that served as a digital remote-control interface, mirroring traditional IR remote functionality and ensuring faster communication between devices by 40%. Increased the communication range from 7m to 55m, enhancing the functionality of the digital remote.

Research Assistant

Centre of Excellence in Data Science, Nirma University•  May 2023 - July 2023•  Ahmedabad, India

Designed a system to segment blister packets for QR code printing, increasing information retention to 100% by preserving details like expiration date and batch number. Executed a segmentation solution using Mask RCNN and VIA, resulting in a 50% decrease in manual inspection time; the new system streamlined operations for the quality assurance team.

Machine Learning Intern

TrueLife Functional Medicine Pvt. Ltd.•  May 2022 - July 2022•  Ahmedabad, India

Standardized over 5,000 patient records into a unified data pipeline, enhancing data quality and integrity; streamlined access for analytics teams, resulting in a 40% increase in reporting efficiency. Constructed a classification model (RF and SVM) to discern specific deficiencies in patients based on medical records, enhancing accuracy in diagnosis by 32%.