Sangramjith Mukharjee
About Sangramjith Mukharjee
Sangramjith Mukharjee is an Artificial Intelligence Engineer at Duos Technologies, Inc. in Jacksonville, Florida, where he specializes in model effectiveness and smart AI solutions. He has held various leadership roles in student organizations and has a strong background in machine learning and deep learning techniques.
Work at Duos Technologies, Inc.
Sangramjith Mukharjee has been employed as an Artificial Intelligence Engineer at Duos Technologies, Inc. since 2022. In this role, he focuses on enhancing model effectiveness by reviewing metrics such as recall and precision in collaboration with subject matter experts. He conducts regular model health checks and debugging, ensuring the reliability of AI systems. His responsibilities include building localization and detection models using deep learning architectures, specifically Convolutional Neural Networks (CNN). He also utilizes advanced models like YOLO, Faster R-CNN, and SSD in his projects, achieving precision greater than 95% and recall greater than 90%.
Education and Expertise
Sangramjith Mukharjee holds a Master of Science in Electrical and Computer Engineering from the Illinois Institute of Technology, where he studied from 2020 to 2022. He also earned a Bachelor of Engineering in Electrical and Electronics Engineering from Sathyabama University, completing his studies there from 2016 to 2020. His educational background has equipped him with a strong foundation in AI and machine learning principles, which he applies in his current role. His expertise includes image processing techniques, model development, and database management using MySQL.
Leadership Roles in Student Associations
Sangramjith Mukharjee has held several leadership positions within student organizations at the Illinois Institute of Technology. He served as President of the Indian Student Association from 2021 to 2022, where he oversaw various initiatives and events. Additionally, he was the Event Manager for the same association for five months in 2021. His involvement in the Machine Learning organization included serving as Vice President for six months and as Education Chair for five months, contributing to the promotion of machine learning education and activities among students.
Internship Experience in AI and IoT
Sangramjith Mukharjee has gained practical experience through various internships. He worked as an Internet of Things Intern at EVIO PVT LTD and as an IoT and Machine Learning Intern at Bolt IoT, both in 2019. During these internships, he developed skills in applying machine learning techniques to IoT applications. Additionally, he served as a Student Researcher at Stevens Institute of Technology, where he led a team to build an Emotion Recognition system via facial geometry. His internships have contributed to his understanding of AI challenges and solutions.
Technical Skills and Projects
In his current role as an Artificial Intelligence Engineer, Sangramjith Mukharjee applies various technical skills to enhance AI models. He performs image augmentation techniques, including rotation, normalization, and Gaussian blur, to improve model performance. He is involved in end-to-end pipelining on inferencing scripts and real-time deployment. His work emphasizes the importance of effective dataset management using SQL queries. Sangramjith's projects focus on developing smart solutions for AI challenges, showcasing his ability to integrate technical knowledge with practical applications.