Muhammad Magdi
Bis 2023, Lead Data Scientist, Merck KGaA, Darmstadt, Germany
Essen, Deutschland
Über mich
Developing for 10+ years end-to-end Analytics, AI and NLP data products through GenAI and LLMs, with 4+ experience in leading teams through complete data science process, starting with data and business understanding to design the suitable solution architectures, and settle the feeding data pip-lines and Machine Learning model implementation and then its maintenance through MLOps and cloud based technology including AWS SageMaker and GCP Vertex AI. Analyzing data through EDAs, And then Mining it with math., stat., machine learning , Deep learning, GenAI and LLMs, to satisfy the needed business demands, with Python/Pyspark and deployment over different cloud solutions Last but not least, Owning Business knowledge through the exposure of work in different fields as Pharmaceuticals, Clinical Trials, Health Care Services, Telecommunications, RealEstate, Online shopping and delivery ERPs( Supply Chains, Inventories, CRM,..) ,Online Recruiting Platforms and PatentsAuthentication.
Werdegang
Berufserfahrung von Muhammad Magdi
1 Jahr und 10 Monate, März 2022 - Dez. 2023
Lead Data Scientist
Merck KGaA, Darmstadt, Germany
-Leading the Text and Analytics Architecture development and implementing ML solutions specially using LLMs to be fine tuned over AWS to the proper Implementation for clinical trials in different therapeutic areas. -Developed with my team the Medical Insights Engine, that have been recognised in the top 3 most innovative AI Solutions across Merck Group
7 Monate, Aug. 2021 - Feb. 2022
Senior Data Scientist
Predori GmbH
Implemented State of the art language models to process patents verification and do machine translation and synonym search extraction tasks. and Developed their docker images to be deployed over lambda-AWS.
Worked on settling Data Science solutions architecture with their implantation and deployment with Data Products team B2B.
Squad Lead in the Digital team, Data Science and Analytics Solutions for Customer Value Management, Network Performance Enhancement&Experience Improvement with python/PySpark, Scala Implementation &Deployment over Google Cloud Platform and Tableau across 21 local markets.
6 Monate, Feb. 2020 - Juli 2020
Senior Data Scientist
Premise Data
1 Jahr und 11 Monate, Juli 2017 - Mai 2019
Senior Data Scientist
Andalusia Group for Medical Services
Lead the Data Science team and settle solution architectures to Deploy AI for EMR with clustering implementation accuracy for health risk assessment of and Master patient Index identification with 93%
1 Jahr, Aug. 2016 - Juli 2017
Data Scientist
ProGaze
Architect AI Solution for sporting clubs MS serving Odoo ERP clients with Complete Analytics Solutions
2 Jahre und 5 Monate, Apr. 2014 - Aug. 2016
Junior Data Scientist
Bojakt
worked on developing house price evaluating/predicting Solution
Ausbildung von Muhammad Magdi
3 Jahre und 11 Monate, Sep. 2013 - Juli 2017
computer science
Alexandria University
Sprachen
Arabisch
Muttersprache
Englisch
Fließend
Deutsch
Gut