Mina Alla
Data Scientist | Applied Machine Learning
Salary / Daily rate
Paris, France
Freelance
Can come onsite
Skills
Languages
About me
Intro
Data Scientist with extensive experience in ML/AI and cloud technologies, currently at NXP Semiconductors. Specialized in sales forecasting, GenAI, and financial compliance automation using AWS, Python, and Power BI. Expert in implementing end-to-end ML solutions with proven success in building scalable data pipelines and delivering actionable business insights through advanced analytics and visualization.
Work experience
NXP Semiconductors
Apr 2021 - Present
5 years 7 months
Toulouse, France
Data Scientist
Nov 2023 - Present
3 years
Toulouse, France
Joining Data Science Centre of Excellence inside the CDO office, working on different initiatives: Sales and PM% Forecasting Project in AWS and Sagemaker following Agile and Crisp-DM Methodology - Validate Business Hypothesis and Study Correlation using Python and Power BI Visualization - Clean and prepare data using SQL Python - Feature Engineering by adding new features and evaluation metrics - Running different experimentations on ML pipeline SageMaker using VS code studio - Build connection pipeline between S3 and Power BI using Amazon Athena service - Creating Visualization graphs/dax analysis on Power BI - Exploring different ML models (Linear Regression, SVM, NN) vs. Time series AUTOARIMA) - Learning and skilling up in MLOps on AWS Working as GenAI community manager 20% FTE : - Collaborating within the community through informative content creation - Facilitating discussions and addressing community members queries - Animating and hosting monthly meetings/workshops with AI vendors and experts.
Data Scientist
Nov 2021 - Present
5 years
Mexico City, CDMX, Mexico
- Supporting Finance activities in ensuring compliance, integrity and automation of its business processes by demonstrating advanced data science workflows, Business Intelligence technologies and Performance Management tools (EPM) - Design, analyze, interpret business hypothesis, explore datasets using available BI tools to facilitate business analysis through good visualizations / reporting & ETL processes - Confidently make recommendations regarding Cloud based data warehouse / analytics solution to deliver business value, institutionalize a strong maintenance and governance process - Assist end-users/new hire to understand the key principles and provide explanation/training of tools - Balance multiple tasks, stakeholders engagements and continuous learning to keep up with academic trends - Help implement Digital Transformation and translate business process requirements into an advanced solution development - Collaborate with business users, management, IT analysts, developers, and consultants in a multinational environment
Data Visualization Analyst
Apr 2021 - Oct 2021
7 months
Toulouse, France
Building web-based reports and dashboards for functional safety assessment Creating pipelines for data ingestion Risk analysis for automotive functional safety Scripting
Formation en Java Programing
Centre for Excellence in Information Technology (CEIT-MOROCCO)
Sep 2019 - Oct 2019
2 months
Technopark Casablanca
project : image compression using k-means algorithm
Stage à distance : Mise en place d'un assistant virtuel bancaire
Société Générale African Business Services
May 2019 - Jul 2019
3 months
Marina, Casablanca
Réalisation d'un agent conversationnel qui permet d’assister et d’aider l’utilisateur de la banque Société Générale de Madagascar à bien répondre leur besoin durant son navigation sur le Platform-web via un bot building platform Botnation. On a ainsi amélioré l’expérience utilisateur et bien également économisé le coût du Centre de Relation Client.
Stage en développement et systémes d'information
Lesieur Cristal
Aug 2018 - Aug 2018
1 month
Roches Noires,Casablanca
Education
ENSEEIHT
International Academic Exchange
2020 - 2021
1 year 2 months
Toulouse INP
Research Master Degree
2020 - 2021
1 year 2 months
Institut National des Postes et Télécommunications
Diplôme d'ingénieur d'Etat (Engineering Degree)
2018 - 2020
2 years 2 months
CPGE Lycée Mohamed V Casablanca
Mathématiques et physiques
2016 - 2018
2 years 2 months
Licenses & certifications
Microsoft Certified: Power BI Data Analyst Associate
Issued: Jun 2022
Celonis Data Engineer
Issued: Oct 2021
Celonis Analyst
Issued: Oct 2021
Building Resilient Streaming Analytics Systems on GCP
Issued: Jun 2021
Building Batch Data Pipelines on GCP
Issued: Jun 2021
Modernizing Data Lakes and Data Warehouses with GCP
Issued: May 2021
Google Cloud Platform Big Data and Machine Learning Fundamentals
Issued: Jan 2021
Big Data Modeling and Management Systems
Issued: Jan 2021
Big Data Modeling and Management Systems
Issued: Nov 2019
Introduction to Big Data
Issued: Oct 2019
Big Data Analysis with Scala and Spark
Issued: Sep 2019
Cloud Application Developer 2019 - Mastery Award
Issued: Jan 2019