Skill set (30)
Mohamed in a few words
AI Engineer with 4+ years in software and data science. Passionate about solving complex problems in healthcare, environment, and Islamic research using cutting-edge tech. Developing AI-powered SaaS to revolutionize Islamic learning. Advocate for Bitcoin and decentralized systems. Always eager to apply tech solutions to meaningful global challenges.
Experience
- Fable DataData ScientistBANKING & INSURANCEJune 2022 - Today (2 years and 6 months)Londres, England, Royaume-Uni
- Developed a classification model and distilled LLM, improving PII detection over traditional RegEx methods
- Refactored C# PII redaction software to PySpark, achieving a 600x performance increase through distributed
- computing
- Engineered robust pipelines for efficient PII retrieval, processing over 2M transactions daily
- Create comprehensive dashboards for PII monitoring in production and facilitating smoother on-boarding processes
- Actively collaborated with cross-functional teams
- Stack: SQL, Python, PySpark, Databricks, C#, Microsoft Azure, Jira
- ALAN MCFETRIDGE PHOTOGRAPHY LTDData ScientistARTS & CRAFTSFebruary 2022 - August 2022 (6 months)London, UK
- Purpose: Raise awareness about climate change, particularly wildfire impacts
- Analyzed satellite imagery to extract burn scar data and affected area
- Studied wildfire smoke patterns and their effect on air quality
- Examined temperature data related to wildfires
- Developed internal web app for visualizing and interacting with environmental data
- Photographer used the web app to extract data and analyze satellite imagery for a published book
- Stack: Python, Google Earth Engine, NASA and ESA APIs, QGIS, Django
- TOP SOUVENIRS & LUGGAGE LIMITEDPython DeveloperE-COMMERCESeptember 2021 - February 2022 (5 months)London, UK
- I built an e-commerce website for a small shop with the goal of improving the shop's online visibility
- Stack: Django, React, Tailwind, REST API, Docker, PostgreSQL and ElasticSearch
Recommendations
Education
- Master of ScienceOpenClassrooms | CentraleSupélec2022Master's degree, Data Science
- Bachelor of ScienceUniversité Côte d'Azur2020Bachelor of Science - BS, Computer Science