Hello, I amMouad Bakhchane
Companies call me when their Data, BI, and ML have become unmanageable: inconsistent figures, fragile pipelines, unreadable dashboards, and unreliable models.
Trusted By
MICROSOFT Certified
Data Analyst Associate
When Your Data, BI, ML & Automation Is Off Track
Feel like your data is slowing you down instead of helping? Here are typical symptoms.
If you check 2-3 boxes, we need to talk.
Brief MeAnalytics Engineering
Transforming raw data into a reliable source of truth using robust star schemas and scalable pipelines.
Data Analytics
Building high-impact dashboards with actionable design for instant data-driven decisions.
Data Science, ML & AI Automation
Deploying production-ready models to predict outcomes and automate workflows using MLOps.
How I Help
I bridge the gap between raw data and operational intelligence. Whether fixing slow dashboards or deploying local models to production, I build scalable systems you can trust.
Expert in BI reconstruction, Predictive ML, and MLOps. Beyond code, I establish the governance needed to keep your data stack solid as you scale.
Bridging the Gap Between Data & Production
I don’t just build models; I build reliable systems. Focusing on the MLOps lifecycle to ensure insights don't stay trapped in notebooks.
The 7 Pillars of my MLOps Blueprint
Clean Project Structure
Version Control
Experiment Tracking
Reproducible Env
Model Deployment
Model Monitoring
Automated Pipelines
Zero-Waste Policy
"If a model doesn't directly improve your bottom line or save your team time, I don't build it."
About Me
Bridging the Gap:
Data, Science & Business
I am a Data Scientist & Analyst with a background in Business, specializing in turning raw data into production-ready intelligence. I help companies bridge the gap between technical complexity and business ROI.
What I bring to the table:
Dual Perspective
I speak the language of P&L and KPIs while architecting solutions in SQL, Python, and MLOps.
Notebooks to Production
I don’t just build models; I build reliable systems. I move AI from research to reality by deploying stable, automated environments.
Full-Cycle Delivery
From deep-dive statistical analysis and visualization to industrializing ML models for long-term scalability.
Education
Certifications
The Stack
Real-World Use Cases
See how I apply data engineering and machine learning to solve actual business problems.
Water Crisis Analytics
Analyzed a national water crisis using SQL (60k records) and Power BI. Uncovered correlations between water access and crime, creating actionable dashboards.
Flight Price Prediction
Analyze and predict flight prices in the Indian Aviation Market. Built a Gradient Boosting Regressor model to estimate fares based on airline, route, and timing.
Churn Prediction
Identify customers likely to leave and retain them proactively. Built a binary classification model to predict churn risk and enable proactive retention strategies.
AnalyzeForce Sales Dashboard
Interactive Power BI dashboard tracking revenue achievement, sales rep performance, and monthly targets with real-time progress visualization.
Global Tea Export Analysis
Comprehensive dashboard analyzing global tea export trends, valuation ($77.1bn), and performance across key markets like China and Kenya.
Recommendation System
Suggest products/content to increase engagement or purchases. Implemented collaborative filtering and ML-based recommendations using graph databases.
They Trust Me
"Mouad transformed our manual reporting into a war machine. What took us 2 days now takes 2 minutes."
Ahmed Tyarti
CFO, TechFlow Solutions
"The audit of our data pipelines revealed critical flaws. Thanks to his intervention, our KPIs are finally 100% reliable."
Jawad Chafai
Head of Data, Sand Tech
"Rare technical expertise coupled with real business understanding. An indispensable partner for our growth."
Elise Renard
COO, GreenEnergy Corp