In Zreyas i got an opportunity to work on several diverse and challenging projects, showcasing my expertise in AI development, firmware engineering, and project management:Object Detection and Tracking for Surveillance System: I led the development of an object detection and tracking system tailored for surveillance applications. Utilizing deep learning models for object detection and segmentation, we implemented sophisticated algorithms to track objects across video frames in real-time. Additionally, we integrated remote visualization capabilities to enhance monitoring efficiency.Data Collection from mmWave Radar AWR2944: I developed a Python API to collect data from an mmWave radar via the UART port. This allowed us to efficiently gather and analyze data from the radar sensor. Moreover, I designed a graphical user interface (GUI) using PyQt5 for data visualization and storage, enabling seamless data analysis.Automatic Bottle Filling System: I took charge of the complete project, handling planning, cost estimation, and feature identification. Additionally, I developed the firmware responsible for automating the bottle filling process, optimizing efficiency and accuracy.Toy Car Emulation with Carla Simulator: In collaboration with the team, we configured Carla simulators and developed a Python API to transmit vehicle information from Carla to a toy car control board through UART port and over WiFi. We extensively modified the toy car, including wheel and steering control, and updated the firmware to accommodate speed ratio and steering wheel adjustments, providing a realistic car emulation experience.Project Proposal Writing: Apart from my technical contributions, I actively participated in writing multiple project proposals on behalf of my company, Zreyas Technology. Crafting well-structured and persuasive proposals played a crucial role in securing new projects and partnerships.

I got an opportunity to work on real-world applications "Air Writing" and "Automatic License Plate Recognition (ALPR)" systems.

During this tenure, I was working as a Research Scholar at National Institute of Technology Durgapur (An Institute of National Importance under Government of India, Ministry of Human Resource Development ).My work was based on neurodegenerative lesion segmentation for CT&MRI images. I have published 10 paper during this time as well as participated in ISLES-2015, ISLES-2018 Challenge. In ISLES challenge our algorithm comes in the top 5 performing algorithms.