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@muhammadaltaf
Researcher and Python backend developer specializing in computer vision, medical imaging, and data analysis.
ChinaI am a dedicated researcher and Python backend developer with extensive hands-on experience in deep learning, computer vision, medical imaging AI, and data analysis. I combine research rigor with practical software and hardware prototyping to deliver impactful R&D solutions.
My career spans research associate roles and industry positions where I developed medical imaging segmentation models, computer-assisted preoperative planning tools, OSS/BSS campaign management solutions, and IoT prototypes. I have multiple conference publications, patents, and awards recognizing research excellence and presentation skills.
I collaborate across multidisciplinary teams, applying PyTorch/TensorFlow, OpenCV, FastAPI/Flask, and embedded vision hardware to bridge algorithm development and deployable systems. I seek opportunities to apply my expertise to challenging research and product development projects that improve clinical and industrial outcomes.
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Work history, roles, and key accomplishments
DLDalian University of Technology - RU ISE Research Lab
Sep 2024 - Present (1 year 2 months)
Conduct advanced research in computer vision, medical image processing, and 3-D reconstruction to support computer-assisted preoperative planning and simulation, delivering improved imaging models for clinical workflows.
Whale Cloud Technologies
May 2024 - Aug 2024 (3 months)
Managed OSS/BSS modules and campaign management for telecom clients, ensured system reliability and DB synchronization (Teradata/ClickHouse/MySQL), and supported campaign automation and disaster recovery readiness.
Aridian Technologies
Sep 2023 - Apr 2024 (7 months)
Developed data analysis and machine learning solutions, applied deep learning and computer vision techniques, and contributed to hardware-integrated projects to support product R&D.
Shenzhen Henghe Cultural Media Co., Ltd.
Jul 2023 - Sep 2023 (2 months)
Built conversational AI applications using OpenAI APIs, led ChatPDF development to extract and process text from PDFs, and implemented backend systems for LLM-based interfaces.
ITICE Research Lab - Dalian University of Technology
Sep 2019 - Jul 2023 (3 years 10 months)
Conducted research in computer vision and robotics focusing on hand-object pose estimation, grasp identification, and action recognition, producing publications and supporting peer-review processes.
Vision Plus Solution Provider
Mar 2019 - Aug 2019 (5 months)
Designed and developed a web-based Oracle E-Business Suite replica and customized ERP modules using Oracle Forms/Reports and Oracle 12c/11g databases to meet client requirements.
Rawal Institute of Health Sciences
Aug 2018 - Mar 2019 (7 months)
Developed and maintained a hospital management system based on Oracle 10g, ensuring reliable operation and integration with ancillary applications.
Degrees, certifications, and relevant coursework
DTDoctor of Philosophy, Software Engineering
2024 -
Activities and societies: Research at RU ISE Lab; projects on brain tumor segmentation and medical imaging; volunteer TA at School of International Education.
Enrolled in a PhD program in Software Engineering at Dalian University of Technology focusing on computer vision and medical image processing research.
DTMaster of Science, Information and Communication Engineering
2020 - 2023
Activities and societies: Research associate at ICE Research Lab; published conference papers and received Excellent Thesis Award 2023.
Completed a Master of Science in Information and Communication Engineering with research in computer vision, image processing, and deep learning.
DTCertificate, Chinese Language
2019 - 2020
Activities and societies: Participated in School of International Education activities and Chinese Bridge winter camp.
Undertook a Chinese language program at Dalian University of Technology to improve Mandarin proficiency for academic and research activities.
PUBachelor of Science, Computer Science
2014 - 2018
Activities and societies: Developed hospital management systems and ERP replicas; engaged in IoT and embedded vision prototype projects.
Earned a Bachelor of Science in Computer Science with coursework and projects in software development, databases, and computer vision.
ChinaYou can contact Muhammad and 90k+ other talented remote workers on Himalayas.
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