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.
Reports Industrialized
ML Models Built
Sectors: E-commerce, Retail, SaaS, Fashion
MICROSOFT PL-300
Power BI 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 MeData Analytics
Transforming raw data into a reliable source of truth using robust star schemas and scalable pipelines.
Data Visualization
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.
Predictive Intelligence
Demand Forecasting
Using advanced time-series models (XGBoost, LSTMs) to predict future sales, reducing stockouts and minimizing capital tied up in excess inventory.
Customer Churn & LTV
Identifying at-risk customers before they leave and scoring leads to focus your sales team on the highest-value opportunities.
Anomaly Detection
Implementing real-time monitoring to detect fraud, equipment failure, or operational irregularities before they escalate.
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."
How We Work Together
Three clear steps to get your BI back on track, from diagnosis to team adoption.
BI Diagnosis
Model analysis, KPIs, pipelines, performance, governance.
Deliverable: Current state + Prioritized action plan.
Complete Reconstruction
Model, SQL, Snowflake, Power BI, security, industrialization.
Deliverable: Rebuilt BI, documented, ready to scale.
Adoption & Transfer
Documentation, training, support for management & teams.
Deliverable: Autonomous teams, governance in place.
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.
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.
Dynamic Pricing
Adjust prices based on demand, time, or competitor data. Implemented regression and optimization models to maximize revenue dynamically.
Demand Forecasting
Predict future product demand to manage inventory. Built forecasting models using ARIMA and LSTM to optimize stock levels and reduce waste.
Recommendation System
Suggest products/content to increase engagement or purchases. Implemented collaborative filtering and ML-based recommendations using graph databases.
Marketing Response
Predict customer likelihood to respond to campaigns. Built classification models to optimize targeting and improve marketing ROI.
They Trust Me
"Mouad transformed our manual reporting into a war machine. What took us 2 days now takes 2 minutes."
Sarah Martin
CFO, TechFlow Solutions
"The audit of our data pipelines revealed critical flaws. Thanks to his intervention, our KPIs are finally 100% reliable."
Thomas Dubois
Head of Data, RetailConnect
"Rare technical expertise coupled with real business understanding. An indispensable partner for our growth."
Elise Renard
COO, GreenEnergy Corp