Profile Details

Create Project

★★★★★

☆☆☆☆☆

USD 30 /hr

★★★★★

☆☆☆☆☆

Hire Dr. Abdullah N.

United States

USD 30 /hr

Frrelance Computer Vision & Machine Learning Engineer. Expert in 2D/3D Medical Imaging, Segmentation, Registration etc

Profile Summary

I am a machine learning/algorithm engineer with more than 5 years hands on experience in both academia and industry. I have a proven track record of developing a broad spectrum of algorithms which includes recommendation systems, 3D and 2D image analysis algorithms, object tracking algorithms for videos etc. I have in-depth knowledge of python based deep learning software tools like tensorflow, pytorch etc as well as extensive experience in C++ with visual studio. Now, I am seeking to advance my career in a challenging position within a forward thinking, futuristic tech company which will capitalize my technical knowledge, skills in algorithm design and development.

Subject Matter Expertise

• ★ Computer Vision
• ☆ Data Science
• ☆ Machine Learning

Services

• Writing
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Consulting Scientific and Technical Consulting

Data & AI Algorithm Design-Non ML

Product Development Formulation, Product Evaluation

Work Experience

Machine Learning Engineer

MEMORIAL SLOAN KETTERING CANCER CE

February 2021 - Present

Robot Research Initiative

March 2015 - March 2016

Lecturer

Asian University of Bangladesh

August 2011 - March 2013

Education

PhD (EECS)

Queensland University of Technology

June 2016 - Present

PhD Computer Science

Queensland University of Technology

June 2016 - March 2020

Masters (ECE)

Chonnam National University

March 2013 - March 2015

Certifications

• Google Cloud

  Coursera.com

  January 2022 - Present

Publications

PREPRINT

(2019). Dense Deformation Network for High Resolution Tissue Cleared Image Registration.

(2018). A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data.

CONFERENCE PAPER

(2019). Towards Extreme-Resolution Image Registration with Deep Learning . 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

(2018). Performance of Registration Tools on High-Resolution 3D Brain Images . 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

(2013). Object detection and tracking in night time video surveillance . 2013 10th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI).