ASSAN S.

Data Scientist

510 dollar
Freelancer
9 ans
Paris, FRANCE

Mon expérience

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FemtoDxMarch 2020 - Présent

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 - Présent

  • 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

Mes compétences

Languages

C#, SQL, C/C++, JavaScript, Python, R Language, Ruby

Others

Data Science, Leadership, Management, Research, Spanish, Training

Business Intelligence

Tableau Software

Application servers

Apache

IT Infrastructure

Microsoft Azure

Multimedia

Adobe Photoshop

Computer Tools

MS Office

ERP&CRM

Salesforce

Technologies

AWS

Mes études et formations

Master’s Degree - Data ScienceTech Institute2016 - 2017

PharmD - College of Pharmacy of Clermont-Ferrand2011 - 2015

Exchange Year (OUHSC - faculté de Clermont-Ferrand) - OUHSC College of Pharmacy2014 - 2015

MBA - N.I.D.A: National Institute of Development and Administration2007 - 2009