Dr. Ashraf Siddique’s Home

About Me

I am an AI and Computer Vision Engineer , specializing in deep learning solutions for industrial automation. My work primarily focuses on developing robust and scalable APIs for object or defect detection, semantic segmentation, and anomaly detection. Additionally, I have expertise in camera calibration, object alignment, and 3D Reconstruction.

I am passionate about integrating vision-based robotics with large language models (LLMs) to enable intuitive human-robot communication. My work focuses on developing systems where robots can understand voice commands and respond naturally. To advance this, I have fine-tuned the Wav2Vec ASR model for Bangla and developed a demo.

I completed my MS and Ph.D. combined program in Computer Science and Engineering from Kyung Hee University, South Korea. My research interests include 3D reconstruction, video processing, semantic segmentation, and deep learning techniques applied to real-world problems.

Skills

• Languages: Bangla, English
• Coding: C++, Python, Matlab
• Tools: TensorFlow, PyTorch, OpenCV, Blender, SLAM, GitHub, CUDA
• Applications: 3D Reconstruction, Semantic Segmentation, Anomaly Detection, OCR, Camera Calibration, Object Detection