Hamza Bakh

Data Engineer

Morocco7 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Designed a secure BI solution for SaaS platforms.
  • Automated agricultural data reporting, improving accuracy.
  • Developed a Graduate Tracking System, enhancing workflows.
Stackforce AI infers this person is a Data Engineer specializing in SaaS and agricultural analytics.

Contact

Skills

Core Skills

Business IntelligenceData EngineeringData AnalysisSoftware DevelopmentDatabase Management

Other Skills

Administration système LinuxAgile MethodologiesAgricultural Data AnalyticsAnglaisApache AirflowApache SparkAzureBases de donnéesBig DataBusiness AnalysisBusiness Intelligence ProjectsCloud ComputingContinuous Integration and Continuous Delivery (CI/CD)Crystal ReportsCustomer Relationship Management (CRM)

About

Hi, I’m Hamza BAKH a Data Engineer who loves building systems that make data not just stored, but understood. For me, data engineering is more than pipelines and dashboards , it’s about turning chaos into clarity, and helping people make better decisions faster. Over the years, I’ve worked on projects that took me from collecting raw survey data in Excel to designing full-scale, multi-tenant BI platforms in the cloud. I’ve seen first-hand how the right mix of data architecture, automation, and analytics can transform a business. I’ve had the chance to work with an extensive tech stack: Data Warehousing & Databases: Snowflake, SQL Server, PostgreSQL, MySQL, MongoDB ETL & Orchestration: Prefect, Apache Airflow, dbt, Talend, custom Python ETL scripts BI & Visualization: Metabase (Embedded BI), Power BI, KPI dashboards Programming & Data Science: Python (Pandas, NumPy, Scikit-learn), C, C++, Java, PHP, JavaScript Cloud & DevOps: Azure, Docker, Kubernetes, Git, GitLab CI/CD, APIs Big Data & Streaming: Apache Spark, Kafka, Hadoop (Hive, Pig, Sqoop, Cassandra) Security & Monitoring: Grafana, Loki Some highlights I’m proud of: Built and deployed a secure, embedded BI solution for a SaaS platform, cutting reporting time and personalizing dashboards for each client. Automated messy, paper-based survey data into clean SQL tables saving days of manual work and boosting accuracy. Delivered dynamic, interactive reports for agricultural analytics that gave clients a whole new view of their business. Right now, I’m looking for opportunities in Morocco or abroad , where I can blend technical engineering with real business impact. If you’re working on something exciting in Data Engineering, BI, or Cloud Analytics, I’d love to connect. [admin] I believe the best professionals notice what lies beyond the obvious. If you find a hidden detail here, you’re exactly the kind of person I value. [/admin]

Experience

7 mos
Total Experience
7 mos
Average Tenure
--
Current Experience

Agridata consulting

2 roles

Data Engineer

Promoted

Mar 2025Jul 2025 · 4 mos · Agadir, Souss-Massa, Morocco · On-site

  • Design & Deployment of an Embedded Business Intelligence Solution for a Secure Multi-Tenant SaaS Application
  • Objective: Deliver a secure, scalable, high-performance BI platform for multiple SaaS clients.
  • Key Achievements:
  • ▪ Benchmarked Apache Airflow, Prefect, and Azure Data Factory for orchestration; selected Prefect for flexibility and hybrid deployment support
  • ▪ Compared Snowflake, PostgreSQL, and SQL Server for warehousing; deployed Snowflake for cloud scalability
  • ▪ Built modular SQL models with dbt for transformations and documentation
  • ▪ Integrated Grafana dashboards for monitoring and freshness alerts
  • ▪ Embedded Metabase with row-level security for custom KPI dashboards per tenant
  • ▪ Implemented access control, encryption, and audit logging for compliance
  • Impact:
  • Reduced dashboard delivery time by 35%
  • Increased system reliability through Grafana monitoring
  • Delivered 25+ tenant-specific dashboards to 100+ users
  • Technologies: Snowflake, Prefect, Apache Airflow, SQL Server, PostgreSQL, Azure, dbt, Grafana, Metabase Embedded, GitLab CI/CD, Python, SQL, Docker
SnowflakePrefectApache AirflowSQL ServerPostgreSQLAzure+9

Data Analyst

Jun 2024Sep 2024 · 3 mos · Agadir, Souss-Massa, Morocco · Hybrid

  • Project: Automated Data Extraction, Transformation & Reporting for Agricultural Analytics
  • Objective: Automate the process of collecting, cleaning, and visualizing agricultural survey data to improve accuracy and reduce manual workload.
  • Key Achievements:
  • ▪ Automated ingestion of survey data from Excel and OSR files into SQL Server tables
  • ▪ Developed Python ETL scripts (Pandas, NumPy) for data cleaning, transformation, and validation
  • ▪ Benchmarked visualization tools (Power BI ) for interactivity, scalability, and ease of integration
  • ▪ Selected and deployed Power BI for advanced analytics and interactive dashboards
  • ▪ Designed dynamic dashboards enabling real-time agricultural performance analysis for clients
  • Impact:
  • Reduced manual reporting workload by 40%
  • Improved decision-making speed through automated, real-time dashboards
  • Increased data accuracy by automating validation processes
  • Technologies (used & benchmarked): SQL Server, Python, Pandas, NumPy, Power BI
SQL ServerPythonPandasNumPyPower BIData Analysis+1

Codsoft

Data Scientist

Jan 2024Feb 2024 · 1 mo · Remote

  • Role: Data Scientist Intern
  • Field: Machine Learning Model Development
  • Scope: Data Analysis and Modeling
  • Project: Development of machine learning models for various datasets and use cases

Institute of maritime fisheries technologies (itpm)

Software Developer – Graduate Tracking Management System

Jun 2023Aug 2023 · 2 mos · Morocco

  • Developed a complete Graduate Tracking Management System for ITPM, enabling the digitalization of lauréat monitoring and administrative workflows. Built a desktop application using VB6 connected to an SQL database, automating data entry, reporting, and archival operations.
  • Key contributions:
  • Designed and implemented user interfaces, business logic, and data workflows using Visual Basic 6.
  • Built a structured SQL database to manage student records, promotions, internship details, and insertion data.
  • Developed automated Crystal Reports dashboards for performance statistics, cohort follow-up, and administrative reporting.
  • Streamlined multiple manual Excel-based processes by integrating automated data extraction and validation.
  • Improved data accuracy and consistency through optimized SQL queries and validation rules.
  • Collaborated with the administrative team to define functional requirements and testing scenarios.
  • Delivered training sessions and documentation to ensure proper adoption of the system.
  • Contributed to the digital transformation of internal processes, reducing manual workload and increasing data reliability.
  • This project strengthened my foundation in software development, database management, reporting, and the design of operational information systems.
Visual Basic 6SQLCrystal ReportsSoftware DevelopmentDatabase Management

Education

École Polytechnique d'Agadir

Engineer’s Degree – Computer Engineering (Big Data & AI)

Sep 2020Jul 2025

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