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arnaud-dg/README.md

About Me:

💊 French Data Scientist & PharmD & Engineer working on AI projects in the healthcare and Life sciences industries

LinkedIn
(This counter was added on 14-Aug-2024)

"The Pharm'AI company" projects

Projects
Title Description Tech Stack
The CFU counter A deep-learning / computer vision project to automatize CFU counting on agar plates Python Pytorch Fastapi Streamlit
LLM enhanced Workplace Accidents Analyzer A project applied to EHS data using LLMs to extract named entities from a narrative. A powerful tool to reveal unstructured data sources. Python Selenium PowerBi ollama
CPV 4.0 - Advanced Strategies for Process Verification and Control An innovative proposition of a Continuous Process Verification report, agumented with advanced statistics and machine learning tools R

Other projects

Dashboards
Title Description
Explora'thèse A PowerBi dashboard exploring 25 years of pharmD thesis
FDA unofficial dashboard A PowerBi dashboard exploring FDA's open data (inspection results, citations, complaints & recalls)
Pharmaceutical sales monitoring A Power BI Dashboard exploring Business Intelligence through a marketing staff performance report

Tech Stack

Languages:
Python R PostgreSQL
Machine Learning - Deep Learning:
NumPy Pandas scikit-learn TensorFlow Keras PyTorch FastAPI
Data Viz:
Power Bi Tableau
Cloud:
AWS
Web-apps:
Streamlit Taipy Plotly Dash
Data orchestration:
Dataiku Snowflake
Other:
Jupyter Selenium Neo4J Jira Confluence Github SAP

GitHub Stats:


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  1. arnaud-dg.github.io arnaud-dg.github.io Public

    My portfolio comprising my best projects at the interface between Data Science and the Pharmaceutical Industry

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