I am an Undergraduate IoT and Robotics Engineering student at the University of Frontier Technology,Bangladesh. My work sits at the intersection of Deep Learning, Embedded Systems, and Competitive Programming. I focus on model quantization (QAT/PTQ) for edge devices and AI applications in agriculture and healthcare.

• Languages:
• AI/ML: PyTorch, TensorFlow, OpenCV, HuggingFace, Model Quantization (QAT/PTQ)
• IoT & Robotics: ESP32, Arduino, Raspberry Pi, ROS, PCB Design
• Tools: Flutter, Flask, Git, Docker, LaTeX

• ICPC Regionalist: Participated in Dhaka Regional 2024 & 2025.
• Problem Solving: 500+ problems solved across Codeforces, LeetCode, and VJudge.
• Focus: Graph Theory, Dynamic Programming, and Computational Chemistry.

• Rice Disease & Soil Health: Integrated ML + IoT system using EfficientNet and ESP32 sensors.
• Skin Cancer Detection: CNN optimization via pruning and quantization (98.5% Accuracy).

• LinkedIn: https://www.linkedin.com/in/shuv1729/
• Portfolio:
• Email: suvro1729@gmail.com