A little exploration

Good work starts with a conversation.

m.hammani30@gmail.com

Montréal

Business Data Analyst & Data Engineer

Reliable data.
Clear decisions.

I’m Mohamed Hammani. I turn complex data into dependable pipelines, useful analytics, and tools that help people make better decisions.

Get in touch Download résumé
Montréal, Canada LinkedIn GitHub
Mohamed Hammani
Mohamed HammaniData with purpose.
From source to insightData engineeringBusiness intelligenceReporting automation

01 Experience

A practical perspective.

Experience across aerospace, manufacturing, telecommunications, and software.

Illuminated Pratt & Whitney eagle logo

Montreal, Quebec, Canada

Current roleJanuary 2026 — Present

Business Data Analyst / Data Engineer

Pratt & Whitney Canada

Build and maintain data engineering and analytics solutions for aerospace operations and maintenance, repair, and overhaul (MRO), turning complex operational data into reliable KPIs and decision-making tools.

  • Databricks and PySpark pipelines with SAP data integration.
  • Power BI dashboards, operational KPIs, and automated reporting.
DatabricksPySparkSAP/BWPower BIPython
Explore role

Build and maintain Databricks/PySpark pipelines, integrate SAP data, develop Power BI dashboards, and automate reporting for aerospace operations and MRO. Transform complex operational data into reliable KPIs and decision-making tools. Earlier work includes designing and industrializing SmartDataHub pipelines (PDF → JSON → Parquet → Databricks), building DBT models (RAW → CERTIFIED), and refactoring a Snowflake-driven email notification system with multi-backend execution (Snowflake/Databricks).

  • Databricks/PySpark data pipeline development and maintenance for aerospace operations and MRO
  • SAP data integration for operational analytics
  • Power BI dashboards and reliable operational KPIs for decision-making
  • Reporting process automation with Power Query and Excel
  • PDF extraction pipeline using Azure Document Intelligence
  • DBT data models (RAW → CERTIFIED layers)
  • Email notification system refactoring with multi-backend support
  • Airflow DAG development and production issue resolution
PythonSQLPySparkDatabricksSAP/BWPower BIPower QueryExcel AutomationAirflowDBTSnowflakeAzureParquet
BRP

August 2025 — December 2025

Sherbrooke, Quebec, Canada

Data Engineer & Data Analyst

BRP

Worked on AI-driven projects involving data preparation, feature engineering, and predictive model development.

Data EngineeringData AnalysisMachine LearningFeature EngineeringAnalytics
Explore role

Worked on an AI-driven project involving data preparation, feature engineering, and development of predictive models to support operational decision-making.

  • AI-driven predictive analytics project
  • Data preparation and cleaning pipelines
  • Feature engineering for ML models
  • Predictive models for operational decision support
PythonMachine LearningFeature EngineeringData AnalysisSQLETL
Orange Business Services

15 January — 15 July 2024

Casablanca, Morocco

Certified Data Engineer

Orange Business Services

Architected and implemented comprehensive data migration pipelines, reducing processing time from 6 hours to 45 minutes.

ETLHadoopHiveSparkCI/CD
Explore role

Architected and implemented a comprehensive data migration pipeline for two critical reporting applications, reducing processing time from 6 hours to 45 minutes. Led the technical design and deployment of ETL processes handling 500GB+ daily data volumes.

  • Data migration pipeline for critical reporting applications
  • ETL processes handling 500GB+ daily data volumes
  • Performance optimization (6h → 45min processing time)
HadoopHiveSparkETLCI/CDBig Data
NOVEC

15 June — 15 August 2023

Rabat, Morocco

Data Science Intern

NOVEC

Developed data analysis workflows and dashboards to support business insights and reporting.

ETLData AnalysisDashboardsPython
Explore role

Developed data analysis workflows and dashboards to support business insights and reporting.

  • Data analysis workflows for business intelligence
  • Interactive dashboards for reporting
  • Business insights and analytics support
PythonData AnalysisDashboard DevelopmentSQLReporting Tools
HACA

15 June — 15 August 2022

Rabat, Morocco

FullStack Developer

HACA

Contributed to software development projects, focusing on backend logic and application features.

FlutterFirebaseBackend Development
Explore role

Contributed to software development projects, focusing on backend logic and application features.

  • Backend logic development
  • Application feature implementation
  • Software development contributions
FlutterFirebaseBackend DevelopmentMobile Dev

02 Education

A foundation in data.

Université de Sherbrooke

2024 — 2025

Université de Sherbrooke

Master of Science in AI & Data Science

Professional programSherbrooke, Canada
Sorbonne Université

2022 — 2023

Sorbonne Université

Master 1 in Data Science

Erasmus+ exchangeParis, France
Université Internationale de Rabat

2019 — 2024

Université Internationale de Rabat

Engineering in Big Data & Business Intelligence

Five-year engineering programRabat, Morocco
View full résumé

03 Skills

The tools behind the work.

Technical skills grounded in hands-on engineering, analytics, and automation.

Data engineering

Building reliable pipelines and turning complex source data into analytics-ready datasets.

  • ETL & data integration
  • Data transformation & modeling
  • Pipeline orchestration
PythonSQLPySparkDatabricksSAP/BWAirflowDBTSnowflakeAzure

Business intelligence

Translating operational data into clear dashboards, reliable KPIs, and useful business insights.

  • Dashboard development
  • Operational KPI reporting
  • Data preparation & analysis
Power BIPower QuerySQLExcel

Reporting automation

Connecting data preparation and reporting tools to simplify recurring operational workflows.

  • Recurring report automation
  • File processing & transformation
  • Workflow development
PythonPower QueryExcel AutomationAirflow

04 About

Curious by nature. Practical by design.

Mohamed Hammani

I work where data engineering meets business understanding.

Based in Montréal, I build pipelines, dashboards, and reporting workflows that connect complex operational data with the people who use it.

My background spans engineering, data science, and business intelligence, with studies in Morocco, France, and Canada. I bring that perspective to both the technical details and the business questions behind them.

The goal is simple: make data easier to trust and easier to use.

Beyond the screen

Hiking, photography, music, and a good coffee.

05 Contact

Good work starts
with a conversation.

Have a data challenge, a project in mind, or an opportunity to share? I’d be glad to hear from you.

m.hammani30@gmail.com
LinkedIn GitHub

A few lines are enough to start.