Rayhaneh Ahmadinejad

**** * **** ******, *******, IL, U.S. citizen

617-***-**** adbto1@r.postjobfree.com linkedin.com/in/ray-ahmadi Summary

Experienced in machine learning and computer vision, particularly image retrieval and visual depth estimation, with a very strong mathematical background.

Work Experience

Sharif University of Technology Tehran, Iran

Researcher Jan. 2019 – Oct.2019

Member of professional team responsible for building Visual Odometry systems for companies. Designed practical methods for visual depth estimation required for starting SLAM.

• Researched recent neural networks for monocular and stereo visual depth estimation to find practical, high precision methods

• Aggregated the result of my studies and provided working algorithms for our team to produce depth data for the pixels of an image Research Assistant mar.2017 – Dec.2018

Researched on image retrieval methods for my master thesis.

• Studied and surveyed different neural network architectures and statistical machine learning methods for image retrieval

• Compared different kinds of clustering and image features

• Implemented statistical machine learning image retrieval methods such as Bag of Words, VLAD, Fisher

• Critiqued different norms for cluster’s vectors of VLAD based on statistical reasoning and experimental results

• Designed a new normalization method for clusters, which significantly improved precision of returned images Book Garden Robotic Club Tehran, Iran

Tutor Apr 2019

• Programming workshop for children

Education

Sharif University of Technology Tehran, Iran

MSc, Computer Science 2015 - 2018

• Thesis: A Survey on Image Retrieval Methods

K.N.T University of Technology Tehran, Iran

BSc, Physics 2010 - 2015

National Organization for Development of Exceptional Talents (NODET) Kerman, Iran Diploma, Mathematics and Physics 2003 - 2010

Skills

• Experienced in neural networks and statistical machine learning

• Familiar with computer vision concepts such as image classification, optical flow, feature extraction

• Frameworks: VLfeat, Keras, TensorFlow

• Programming: Python, MATLAB, R, SQL

• Soft skills: out of box thinker, sociable, team worker, self-learner

• Courses: Computer vision, Image processing, 3D reconstruction, Computational geometry, Advanced linear algebra, Nonlinear optimization, Advanced machine learning

Awards and Honors

Master’s entrance exam, top 10 in Iran 2015

Physics Innovation Contest Noshirvani Institute of Technology, excellence award 2015 Tournament of Towns, selected team of Iran 2009

National Olympiad in Mathematics qualifying round 2007, 2008 National Olympiad in Informatics qualifying round 2007 NODET school entrance exam, top 50 in Province 2003, 2006 Feb 2020 RAYHANEH AHMADINEJAD · RÉSUMÉ 1