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Deep Learning Research Intern

Location:
Singapore
Posted:
November 19, 2018

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Resume:

Ouardini Khalil

**A Jalan Lempeng #**-** The Trilinq, Singapore, 128808

Phone : +336********, mail : ac7qo6@r.postjobfree.com Education

Ecole Centrale Paris - MSc in general engineering (Paris) [2016 - 2020]

§ Top 2 engineering school in France.

§ Relevant Coursework: Machine Learning, Physics, Computer Science, Statistics, Probability, Business Management. Keio University - Exchange semester program (Tokyo) [Mar 2018 - Jul 2018]

§ Relevant Coursework: Computer Vision, Software Engineering, Signal Processing. Université Paris Dauphine - Bachelor degree in applied mathematics (Paris) [2013- 2016]

§ Relevant Coursework: Fundamental Mathematics, Probability, Statistics, Optimization, Economy, Finance & Risk Management.

Work & experience

A*STAR - AI Research Intern (Singapore) [Sept 2018 - Feb 2019] Agency for Science, Technology and Research

§ Interning with the Deep Learning research team.

§ Transfer-Learning for unsupervised anomaly detection using pre-trained deep CNNs (Convolutional Neural Networks).

§ Unsupervised domain adaptation to enhance performance (e.g CORAL).

§ Adapting the method for unsupervised anomaly detection on audio data. SmartBees - CEO’s right hand (Paris) [Jan 2018 - Mar 2018]

§ French Fintech start-up.

§ Responsive web design to optimize content for mobile devices, using css.

§ Supported marketing campaigns with email scraping (Python & Beautiful Soup). Université Paris Descartes - Machine Learning Research Project (Paris) [Sept 2017 - Jan 2018] https://github.com/ouardinik/t-SNE-for-medical-database

§ Visualization of high dimensional medical datasets in 2D, using Dimensionality Reduction Algorithm t-SNE.

§ Explored the relationships between pathologies influencing the walking ability.

§ Extensive collaboration and interaction with doctors and researchers in statistics. Kaggle - How Many Shares Challenge (Personal project) [Oct 2017 - Dec 2017]

§ Prediction of the number of shares of an article on social media.

§ Regression algorithms (e.g Ridge and Lasso Regression, Random Forest, k-NN). Obtained lowest error with k-NN regression.

Volunteering- (Peru) [Summer 2017]

§ 6 weeks volunteering program aiming to renovate a center for children in an underprivileged neighborhood of Huanchaco. Provided educational and personal support to the children.

§ Gathered funds throughout the year to reach the target amount. Skills

§ Computer: Experienced with Python, Matlab ; Familiar with Java, R, html/css.

§ Languages: French & Arabic (Native), English (Fluent), Spanish (Advanced), Japanese (Beginner). Extra-curricular activities

§ Co-founder, and head of the music department of ‘L’Urbaine Paris’ [2013-2016], an association based in the University Paris Dauphine, aiming to promote urban culture through events organized in the Parisian scene (concerts, interviews, street art expositions, dance shows) and the management of a lifestyle magazine (urbaineparis.com).

§ Urban music production (FL Studio 12).

§ Sports: football (10 years), tennis (7 years), Judo, Scuba diving.



Contact this candidate