Engineer Software

Nassima Noufail

adkein@r.postjobfree.com 346-***-****

OBJECTIVE

Looking for a machine learning/software engineer internship for summer 2021 EDUCATION

University of Houston Fall 2018- Present

PHD Student

Major: Computer science

Research Area: Computer vision

National School of Computer Science and System Analysis, Morocco Sep 2015-July 2018 Master degree

Major: computer science

College of Science and Techniques, Morocco Sep 2012-July 2015 Bachelor degree

Major: computer science

PROFESSIONAL EXPERIENCE

Software engineer intern, VideoPoints LLc, Houston May-Aug 2019 Mission: Extracting and analyzing Text and images from lecture videos and Identifying transition points and index points based on this analysis using Machine learning methods to automatically create a topical segmentation. Tools: feature extraction, OCR, image processing, Random Forest, python. Teacher Assistant, University of Houston (Operating System Class COSC 3360) Aug 2018-Present Mission: My mission is to prepare lab session materials, answering students questions during office hours, assisting students during the lab and grading programming assignments (C/C++)

Summer Internship, Quantitative Imaging Lab University of Houston July-Sep 2017 Mission: Implementation of a multimedia streaming platform for video analysis, designing the application, building Chat and Search service. Tools:Python, Django, Django Celery, ChartJS, Elasticsearch, JS, MySQL. Software developer intern, DIT Morocco July-Sep 2016 Mission: Realization of a website for private schools reviewing, implementation of the system’s features.

Tools: HTML5, CSS3, JQuery, PHP5, Laravel, Postgresql, Uml PROJECTS

• Action recognition: Recognition and analysis of human actions in videos (currently working on) Tools: Python, Pytorch, K-means, C3D, multi-classification

• Prediction of skin scarring and nipple position after a breast cancer surgery (currently working on) Tools: Python, BR-software, statistical analysis, regression analysis

• Video indexation based on images for e-learning lectures using Python and machine learning approaches Tools: Python, openCV, numpy, matplotlib, SIFT, MSE

• Key word extraction to help indexing the data: extract text from videos, construct and preprocess the dataset, calculate the words with the highest TF-IDF score. Tools: Python, OCR-MODI, NLTK, Scikit-learn, numpy, pandas

• Design and development of an appointment management application for a medical practice (users’ inscription, appointment scheduling, review part, etc.) Tools: PHP5, Symfony2, JavaScript, HTML5/CSS3 and MySQL SKILLS

Programming languages: Python, C, C++.

Machine learning: Linear regression, Logistic regression, Random forest, Decision trees, SVM Clustering (K-Means, Collective Density Clustering), K-Nearest Neighbors (KNN), deep learning models. Computer vision: Image classification, filtering, segmentation, recognition. Tools: TensorFlow, PyTorch, Keras.

SGBD: MySQL, Oracle, SQL Server, Mongodblab.

Machine learning/data science libraries: Scikit-Learn, Pandas, Numpy, NLTK, Scipy, Matplotlib. LANGUAGES

English, French, Arabic.

CERTIFICATES

Deep Learning Specialization (Coursera): Jun 2020

Convolutional Neural Networks, Structuring Machine Learning Projects, Sequence Models, Neural Networks and Deep Learning, Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization Machine Learning Certificate (Coursera) Nov 2018

Big Data Developer Mastery Award Jan 2018

PUBLICATIONS

Zhale Nowroolizarki, Nassima Noufail, Jun Liu, Thao Bui, Mary Catherine, Urmila Sampathkumar, Summer E. Hanson, and Fatima A. Merchant, (2021). Computational Modeling of Nipple Position in Natural and Reconstructed Breasts.

(Under review)

LEADERSHIP

National Initiative Club for Human Development (CINDH, Morocco)

• We organize a multidimensional caravan for a small village in the suburbs of “Imlchil”. My role was to lead the team in charge of collecting, cleaning and sorting clothes for 225 families.

• Member of the Sponsoring and Prospecting committee, my mission was to help preparing a sponsoring document and looking for sponsors.

AWARDS

Google Scholarship recipient to attend virtual Grace Hopper Celebration 2020. Anita Scholarship recipient to attend Grace Hopper Celebration 2019. 1st

Place ENSIAS College of Engineering, Morocco: Ranked 1st of my promotion 2018.

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