ASSAN S.

DATA SCIENTIST

449 euro
Freelancer
10 years
Paris, FRANCE

My experience

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FemtoDxMarch 2020 - Present

Data quality:

- Evaluate healthcare data quality (EHR, EMR)

- Assess data source relevancy and develop a strategy for data security and HIPAA compliance.



Data engineering:

- Develop Pipelines for large datasets (Python, PostgreSQL)

- Orchestration of data workflow (Airflow)

- Architecture on the Cloud the data Lake (Azure, AWS)

- Containerization (Docker)



Data Science:

- Develop and Validate custom predictive models.
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-January 2015 - Present

• Data Visualization in R with ggvis
• Intermediate R
• Reporting with R Markdown
• Data Visualization in R with ggvis
• Kaggle R Tutorial on Machine Learning
• Introduction to Machine Learning
• Reporting with R Markdown
• The Magical Marvels of MongoDB
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VINCIDecember 2017 - March 2020

Designed Deep learning based computer vision solutions (opencv + keras +tensorflow)


> Autonomous vehicle - Designed AI pipeline

> Smart cities - Pedestrian & vehicles detection and tracking

> Real-time optical character recognition algorithm

> Smart camera (AI on raspberry Pi and Nvidia Jetson Nano)

Successfully managed complex AI projects & Mentored junior data scientists



Latest Accepted Publications:


• TunSeg: semantic tunnel scene segmentation

• Application guided Image Quality Estimation based on Classification

• PixMap: automatic license plate recognition with convolutional neural network based on saliency maps
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Eli Lilly and CompanyOctober 2017 - December 2017

• Data Exploration
• Designing "management friendly" dashboards (Tableau)
• Automation of Data Visualization quality control. (SQL + python)
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GE HealthcareApril 2017 - September 2017

• Prototyped a Machine Learning Pipeline (DICOM files).
• Data ingestion and Object recognition (Deep learning and traditional ML).
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UCSF Medical centerMay 2016 - July 2016

• Drug lab samples databases cleaning.
• New prospective synthetic drugs (cannabinoids, opioids) update.
• Lab Samples improvement thanks to Visual control techniques
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University of Oklahoma Health Sciences CenterOctober 2014 - March 2015

Western Blot
Docking (Accelrys,PyMol & AutoDock Vina)
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LDL Technology S.A.S.March 2010 - May 2011

LDL (France)/ SVI (Thailand)
● Coordinated a team of 20 employees
● Audited & ensured Quality Management.
Contact: Raphael MIGNOT, Production Manager
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COBRA INTERNATIONAL COMPANY LIMITEDOctober 2006 - May 2007

● Implemented Kanban, 5S, 6sigma techniques
● Managed a Team of 15 operators
Contact: Piyawit SIWARATANA, Production Manager

My stack

Training, Tableau Software, SQL, Spanish, Salesforce, Ruby, Research, R Language, Python, MS Office, Microsoft Azure, Management, Leadership, JavaScript, Data Science, C/C++, C#, AWS, Apache, Adobe Photoshop