You will get Data-Driven Insights Using Advanced Machine Learning Models
Project details
Harness the power of data with a seasoned Data Scientist who specializes in chatbot data analysis, model building, and IoT. With proficiency in Python, TensorFlow, and MATLAB - SIMULINK, I deliver insightful and actionable solutions tailored to your needs. Over the past years, I've helped businesses optimize operations, engage customers, and drive growth using data-driven strategies. Together, let's turn your data into valuable insights.
Machine Learning Tools
ChatGPT, GitHub Copilot, Keras, MATLAB, Microsoft Excel, NumPy, OpenCV, Python, PyTorch, SciPy, SPSS, SQL, Tableau, TensorFlow, Tesseract OCR, Word2vecWhat's included
| Service Tiers |
Starter
$250
|
Standard
$500
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 30 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 5 | 10 | 18 |
Model Validation/Testing | |||
Model Documentation | - | - | |
Data Source Connectivity | - | ||
Source Code |
Optional add-ons
You can add these on the next page.
Additional Revision
+$10
Additional Model Variation
(+ 1 Day)
+$10
Additional Graph/Chart
(+ 1 Day)
+$10
Data Source Connectivity
(+ 4 Days)
+$50About Ayoub
Predictive Maintenance & IoT Engineer | Aviation MRO, CMMS, Python ML
Tangero, Morocco - 12:16 am local time
Most developers bidding on maintenance projects have never seen a work order, a preventive-maintenance schedule, or an MRO operation. I've spent years inside them. That means I don't just build models and dashboards — I build ones maintenance teams actually adopt.
WHAT I DELIVER
✅ CMMS selection, setup, configuration & data migration (assets, work orders, PM schedules, spare parts) — for aviation, GSE fleets, and industrial operations
✅ Predictive maintenance & anomaly detection models (Python, scikit-learn) trained on your sensor/telemetry data
✅ Remaining Useful Life (RUL) prediction pipelines for aviation and industrial equipment
✅ End-to-end IoT pipelines: ESP32/embedded firmware → MQTT → FastAPI → PostgreSQL
✅ Real-time equipment-health dashboards in React, with alerting
✅ Dockerized, production-ready deployments with CI/CD
WHY ME
- Aviation MRO background: CMMS specialist and MRO consultant — I speak both maintenance and code, and I can talk to your technicians as easily as your CTO.
- Founder of MX Labs — I deliver hosted CMMS and predictive-maintenance pilots to aviation ground support equipment (GSE) operators.
- Software Engineer Architect degree, 42 Paris — one of the most selective engineering schools in Europe.
- 5.0★ on Upwork. A past client: "Simple and elegant solution to a conflict between two large and complicated C++ libraries."
- Fluent in English, French, and Arabic — comfortable working with US, EU, and MENA teams.
HOW I WORK
I prefer to start small: a short call or a fixed-price pilot (a CMMS audit, a data audit, a proof-of-concept model) so you can judge the work before committing to more. You get clear communication, honest estimates, and systems your team can maintain after I'm gone.
📩 Message me with one sentence about your equipment or your maintenance workflow, and I'll reply within a few hours with an honest assessment of what's possible.
Steps for completing your project
After purchasing the project, send requirements so Ayoub can start the project.
Delivery time starts when Ayoub receives requirements from you.
Ayoub works on your project following the steps below.
Revisions may occur after the delivery date.
Initial Consultation
Discuss the project in-depth, ensuring a clear understanding of objectives and constraints.
Data Exploration and Cleaning
Dive deep into the provided data sets. Identify any missing values, outliers, or inconsistencies, and then preprocess and clean the data