Al M.

Al M.

Data Scientist | Data Engineer

Rabat, Morocco
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About Me

Al Mahdi is a digital transformation expert at the forefront of the AI revolution who guides businesses through the transformative power of AI and offers clients a comprehensive and personalized support system that addresses their specific challenges. With expertise in developing systems that use Machine Learning, neural networks, and new technologies, he crafts highly performant software using a client-centered approach and feedback to fine-tune the quality of solutions delivered to clients. Boasting a diverse set of technical skills, ranging from Big Data and BI to business analysis and AI, allows Al Mahdi to navigate complex challenges, identify valuable insights, and develop actionable ROI-centric solutions.

SQL 8 years Python 8 years Apache Spark 4 years Agile Data Science 8 years Data Engineering 8 years PowerBI 3 years Streamlit 2 years Azure ML Services 3 years Azure Data Factory 2 years Azure Synapse 2 years Fabric AWS Lambda 3 years AWS Sagemaker 4 years Azure Databricks 2 years Databricks 3 years Apache Airflow 3 years Machine Learning Operations (MLOps) 3 years AI Programming 3 years Big Data Architect 5 years Cloud Architecture 3 years OpenAI GPT-4 API ChatGPT Elastic Search 3 years Azure Active Directory AWS Data Pipeline 3 years AWS Step Functions 2 years Azure SQL Database 2 years

Work history

UpStack
UpStack
Data Scientist | Data Engineer | BI
2019 - Present (5 years)
Remote
  • Building and improving databases, acquiring data, ETL/ELT, Big Data pipelines, and deploying cloud services on projects.

  • Administering infrastructure solutions to improve data models, increase data accessibility, and foster data-driven solutions for clients.

  • Implementing monitoring solutions to ensure data integrity and working closely with engineers, product managers, and other stakeholders.

Alithya
Alithya
Lead Data Scientist
2022 - Present (2 years)
Remote
  • Helping clients from different sectors (banking, services, manufacturing ) on digital transformation projects focusing on getting the best of their data and available technologies (cloud, AI, BI) to add value, increase productivity, and reduce costs.

  • Working closely with clients and bringing high-value expertise to help them overcome the complexity of the AI edge.

  • Responding to clients' specific needs and providing consulting services and mentoring.

Digital TransformationArtificial Intelligence (AI) Data EngineeringBusiness AnalysisComplex Data Analysis Cloud Architecture Solution Architecture Business Intelligence (BI) Azure Cloud Services AWS CloudMachine Learning Operations (MLOps) OpenAI GPT-4 API
STMicroelectronics
STMicroelectronics
Lead Data Scientist
2020 - 2022 (2 years)
Remote
  • Designed and built AI/Data/BI solutions from PoC and ROI to production deployment and maintenance.

  • Managed solutions' digital transformation and evolution and led training workshops for users new to AI and ML.

  • Worked on AI/IoT projects and solutions related to predictive maintenance and equipment monitoring.

Business Intelligence (BI) Big DataMachine LearningMLOpsIoTDigital TransformationProof of Concept (POC) CloudSolutions ArchitectureComplex Data Analysis Exploratory Data Analysis Investment Return Scenario Analysis Agile Project Management
Enotami
Enotami
Data Scientist | Data Analyst
2014 - 2020 (6 years)
Rabat, Morocco
  • Contributed to building complex systems by providing multiple criteria to define development processes and detect anomalies on products and services.

  • Developed scalable and efficient algorithms and models for chatbots, recommendation systems, data pipelines, dashboards, and decision support systems.

  • Solved complex data science challenges by improving and upgrading different data solutions for the company.

Mobidream
Mobidream
Lead Software Developer
2013 - 2014 (1 year)
Rabat, Morocco
  • Designed, developed, tested, and delivered solutions for implementing the catalog application.

  • Applied new approaches and tech stack to develop a mobile version of a catalog version using PhoneGap.

  • Developed standards, procedures, and quality objectives in providing solutions for clients.

Freelance
Freelance
PHP Developer
2006 - 2009 (3 years)
Remote
  • Worked on dashboard development using PHP, AJAX, JavaScript, CSS, and HTML.

  • Designed and developed APIs and leveraged other services and third-party APIs for project implementation.

  • Identified and resolved performance and scalability issues on client projects.

Portfolio

Data Scientist/Project Manager/Consultant - Bidding Recommendation System
Data Scientist/Project Manager/Consultant - Bidding Recommendation System

The goal of the project was to help the client use data on the recently available government website: www.marchespublics.gov.ma to better target and prepare bids for projects. Built a recommendation system that helped the company concentrate its efforts on going through technical studies, preparing for bids, financial guarantees, etc. Worked on the infrastructure that provided information for the decision-making system and managed initial feasibility assessment and development of the recommendation system.

Data Analyst - Dashboard & Reporting System for Construction Sites Control
Data Analyst - Dashboard & Reporting System for Construction Sites Control

Resolved two key operational issues for the company. Worked on an invoicing problem within the billing system, resulting in the rejection of payments for invoices issued. Improved the control of gas oil, cement, and iron at the site, reducing the frequency of warnings on site.

Business Analyst - Feasibility Study
Business Analyst - Feasibility Study

Conducted a feasibility study of the profitability of an investment in a refinement plant for the wastewater produced by a soap factory or not. This included a study of the global glycerin market and current price, a risk assessment of new refinement technologies, and possible outcome variations.

Business Analyst - Rentability Study and Recommendation
Business Analyst - Rentability Study and Recommendation

Prepared an analysis for a fruit markets study, considering price variations and making recommendations on what fruit to plant, minimizing the risks from poor weather and pricing in order to have an equilibrated portfolio of cultures in the end.

Data Scientist/Project Manager - Lisa Real Estate Chatbot
Data Scientist/Project Manager - Lisa Real Estate Chatbot

Supervised a project aimed at building a real estate agent chatbot that goes beyond the normal FAQ layer to help users find real estate solutions within their desired locations.

Education

Azure Data Scientist Associate
Azure Data Scientist Associate
Microsoft
2023 - 2024 (1 year)
Machine Learning with Apache Spark; Advanced NLP with spaCy; Building Chatbots in Python; Cleaning Data in Python; Importing Data in Python (Part 2); Intermediate Python for Data Science; Python Data Science Toolbox (Part 2)
Machine Learning with Apache Spark; Advanced NLP with spaCy; Building Chatbots in Python; Cleaning Data in Python; Importing Data in Python (Part 2); Intermediate Python for Data Science; Python Data Science Toolbox (Part 2)
DataCamp
2019 - 2019
MSc Decision Analysis and Project Management
MSc Decision Analysis and Project Management
University Ibn Tofail - Morocco
2010 - 2012 (2 years)
Bachelor's Degree in Mathematics and Computing
Bachelor's Degree in Mathematics and Computing
University Mohamed V - Rabat, Morocco
2004 - 2008 (4 years)