CV

Education

Indian Institute of Technology, Kanpur

• MTech CSE (CGPA: 7.4/10)
• 2022 - Present, Kanpur, India

Jiangxi University of Science & Technology

• BE CST (Percentage: 91.01%)
• 2018 - 2022, Ganzhou, China

Notre Dame College

• XII, HSC (GPA: 5/5)
• 2017, Dhaka, Bangladesh

St. Joseph Higher Secondary School

• X, SSC (GPA: 5/5)
• 2015, Dhaka, Bangladesh

Accomplishments

• 2023: MHRD Fellowship (IIT Kanpur)
• 2022: Outstanding International Graduate Award – JXUST, China
• 2019 & 2020: Jiangxi Provincial Government Scholarship for foreign students, China

Coursework

MTech Courses

• Embedded and Cyberphysical Systems
• Deep Learning for Computer Vision
• Introduction to ML
• Sensing Communication & Networking

BE Courses

• Data Structures & Algorithms
• Operating Systems
• Embedded Systems
• Computer Networks
• Database Management System

Skills

Languages

• C/C++, Python, JavaScript (NodeJS/ReactJS), HTML/CSS/PhP, JAVA/Kotlin (Android), Flutter (Dart)

Utilities

• Scikit-learn, Pandas, Numpy, PyTorch, SQL, NoSQL (MongoDB), PyQt5, Git

Responsibilities (PoR)

• International Student Representative (Volunteer) at Jiangxi University of Science & Technology, China (Aug ‘18 - Jan ‘22)
• Chief Tech Expert at Robotics and Automation Research Lab (RARL) at JXUST, China (Aug ‘18 - Present)

Miscellaneous

• 2023: Completed a rigorous trekking expedition to Kashmir organized by the Adventure Sports Club, IITK
• 2023: Enrolled in Toastmasters International to work on Public Speaking

Research Experience (Continued)

IoT based on-site Water Pipeline Inspection

• Implementing ECA mechanism inside YOLOv7 model to increase accuracy
• Reducing model complexity to enable better performance on Raspberry Pi

Remote Traffic Police Sensing via Deep Learning (B.Eng.)

• Detection of moving vehicles using OpenCV and MobileNet SSD
• Optimizing image capturing method for camera tilt on UAV & detecting vehicle speed

Raspberry Pi SCADA System for Agricultural Plant Monitoring (B.Eng.)

• Designing an IoT Zonal Network for a sensor-based monitoring system
• Developing a web-based SCADA System for Raspberry Pi

Work Experience

Associate Web Developer - Wizzartech (Remote)

• Leading Jr. Developers to finish projects and micromanage the team
• Creating websites according to the demand of clients
• Toronto, Canada (Apr 2022 - Aug 2022)

Research Assistant - Robotics and Automation Research Lab (RARL) (Part-Time)

• Led the team to successful completion of projects in record time
• Developed several full-stack applications
• Ganzhou, Jiangxi, China (Aug 2018 - Dec 2021)

Publications

• Roy, A.S., Bagade, P. “Attentive-YOLO: On-site Water Pipeline Inspection using Efficient Channel Attention and Reduced ELAN-based YOLOv7”, 19th International Joint Conference on Computer Vision, Imaging, and Computer Graphics Theory and Applications (VISAPP 2024) [Accepted]
• Moshayedi, A.J., Roy, A.S., Taravet, A., et al. “A secure traffic police remote sensing approach via a deep learning-based low-altitude vehicle speed detector through UAVs in smart cities: Algorithm, implementation, and evaluation”, Future Transportation, 3(1), pp.189-209, 2023.

Academic Projects

Robot Assistant X - Your Personal ChatBot

• Implementing an NLP Model using TensorFlow on the Raspberry Pi Device
• Developing a Companion App for the Robot using Flutter for Voice Control
• Building a robot that can manage indoor localization using object detection sensors

Welding Defect Detection using improved YOLOv7 model

• Implemented Efficient Channel Attention Mechanism (ECA-Net) in the network
• Reduced model size to test on IoT and Edge Devices

Automated Guided Vehicle (AGV) Path Tracking

• Designed and simulated 4-wheel differential drive AGV with object detection sensors in Coppeliasim VREP
• Introduced a path tracking algorithm that uses a camera sensor for the vehicle in Python

Certifications

• Google IT Support Specialization (Issued: May 2019) – Credential ID: XWWFL3BT84WV

Copyrights

• 2022: Software Copyright - Pandemic-driven Exam Assistant PEA 线上考试助手 [简称：PEA] 登记号: 2022SR0088310 [China]
• 2020: Software Copyright - Self-Lecture Attendance System 自学考勤系统 [简称：SLAS] 登记号：2020SR0058411 [China]

Language Skills

• Bengali: Native
• English: Fluent (IELTS: 7.0)
• Hindi: Intermediate
• Chinese: Beginner

Referees

• Dr. Priyanka Bagade, Indian Institute of Technology, Kanpur - pbagade@iitk.ac.in
• Dr. Amitangshu Pal, Indian Institute of Technology, Kanpur - amitangshu@iitk.ac.in
• Dr. Ata Jahangir Moshayedi, Jiangxi University of Science & Tech - ajm@jxust.edu.cn