About Yehouda
Diplômé depuis 2ans en tant qu'ingénieur en Machine Learning j'ai eu la chance de travailler en tant que Business Analyst pour Amazon ce qui m'a permis d'acquérir de grosses compétences business et une certaine rigueur. Durant cette année 0 Amazon j'ai acquis des compétences en data Analytics, création de Dashboard, metrics, rendus d'analyses ad hoc pour les leaders, communication avec différentes équipes pour comprendre les besoins data des différents stakeholders …
Récemment j'ai effectué une mission freelance de 6 mois pendant laquelle j'ai pu développer mes compétences en data science et découvrir le monde du freelance.
Pendant cette mission j'ai du concevoir un produit de scoring de lieux basé sur plusieurs paramètres (concurrence, traffic, météo ...) afin de prédire si un lieu a un fort potentiel d'investissement ou non. J'ai du concevoir le produit le model ML, et surtout j'ai du récupérer un maximum de données en créant plusieurs scripts python.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- Jazz DigitalData Scientist - FreelanceSOFTWARE PUBLISHINGJune 2022 - November 2022 (5 months)Paris, FranceDeveloped a Machine Learning product to identify best places to invest-in and automated tasks for the company- Coded Python scripts for data scrapping to build datasets (Google API, Pandas, Numpy, REST)- Extracted, cleaned, transformed and analyzed large datasets from multiple sources (Pandas, NumPy)- Made full data pipelines for data cleaning, modeling and features engineering (Pandas, NumPy)- Analyzed and interpreted data using statistical techniques to identify patterns and trends- Built and optimized Machine Learning algorithm to score the different places- Automated the process to get the clients on the database (JavaScript, GoogleScript, REST)
- AmazonBusiness AnalystLOGISTICS AND SUPPLY CHAINMarch 2021 - May 2022 (1 year and 2 months)LuxembourgImproved reporting and monitoring for Amazon Logistics.- Created the logic to identify the root causes of the failures of the most premium delivery service, and increased by 8% the delivery estimate accuracy for this service (SQL, ETL, Excel)- Built metrics and dashboards to track delivery compliance, reducing the number of concessions of 5%(SQL, QuickSight, Excel, Tableau)- Developed Machine Learning algorithm to score different inputs about the drivers and the compliance (Python)- Conceived a data architecture to allow stations managers to feed an AWS redshift with their on road daily data (SQL, Python, Excel, ETL)- Made several ad hoc analysis to help leadership taking the best decisions about new delivery process (Excel, PowerPoint, Python)- Leaded the launch of a new premium delivery program in Europe
- RoomfulSoftware Developer - InternshipVIDEO GAMES AND ANIMATIONJune 2019 - September 2019 (3 months)New York, NY, USAEnhanced App to create VR rooms Coded scripts to allow users--interacting in the VR rooms (C#) Debugged many scripts (java, C#)
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Education
- Master of EngineeringEFREI2021Master in Big Data and Machine Learning Engineering
- Bachelor of Science in Computer ScienceUNIVERSITE PARIS DAUPHINE2019Bachelor in Computer Science
Certifications
- az-900Microsoft2021