Ghada J.

DATA SCIENTIST

293 euro
Freelancer
2 years
Tunis, TUNISIA

My experience

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Acredius AGJune 2021 - Present

* Created a failure scoring model using alternative and financial data to predict a business' likelihood.


* Worked with multinational life science clients and cross-functional teams with a focus on commercial and digital strategy.


* Designed a data analysis model to understand the pricing and reimbursement potential of new drug launch across Europe.


* Conducted business process analysis and identified critical issues, gaps and needs for a leader pharma company.


* Analyzed and processed audio signals for content analysis.


* Deployed Machine learning models on Docker.
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AMZi Smart Solutions Startup, IncJune 2020 - November 2020

* Extracted machine-readable code in passports using OpenCV pre-processing techniques and return the structured information.


* Achieved a fully automated information flow for driving license cards using Computer Vision and Deep Learning.


* Researched a solution to generalize name entity recognition using Graph Convolutional Networks.


* Deployed the solution using Flask REST API.
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EIAJuly 2019 - September 2019

* Collected and categorized data to design business models and to select profitable new markets for B2B companies.
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TELNET INNOVATION LABSJuly 2019 - August 2019

* Developed a Machine Learning model based on Dictionary Learning algorithms for an E-Health fall detection application.
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Mitakus AnalyticsJanuary 2019 - May 2019

* Implemented a Machine Learning algorithm to reduce food waste by predicting the daily number of guests for two canteens in

Munich.

My stack

Tableau, SQL Server Reporting Services, SQL Server Integration Services, SQL, OpenCV, Machine Learning, Linux, GitHub, ETL, Docker, C++, Business Intelligence, Artificial Intelligence