You will get an advanced predictive machine learning model (Python)
Project details
I develop predictive machine learning models that are built for real-world decision-making, not just experimentation. Using a structured data science workflow — from feature engineering and model selection to validation and performance analysis — I ensure each model is statistically sound, interpretable, and aligned with your business objective.
Rather than applying a fixed algorithm, I select the most suitable approach (XGBoost, LightGBM, neural networks, or ensemble methods) based on your data and problem type, delivering reliable and well-documented solutions ready for practical use.
Rather than applying a fixed algorithm, I select the most suitable approach (XGBoost, LightGBM, neural networks, or ensemble methods) based on your data and problem type, delivering reliable and well-documented solutions ready for practical use.
Machine Learning Tools
Keras, MLflow, NumPy, Python, Python Scikit-Learn, R, scikit-learn, TensorFlow, XGBoostWhat's included
| Service Tiers |
Starter
$210
|
Standard
$215
|
Advanced
$220
|
|---|---|---|---|
| Delivery Time | 4 days | 8 days | 15 days |
Number of Revisions | 0 | 0 | 0 |
Number of Model Variations | 2 | 3 | 5 |
Number of Scenarios | 2 | 5 | 8 |
Number of Graphs/Charts | 2 | 5 | 8 |
Model Validation/Testing | - | - | - |
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code | - | - | - |
6 reviews
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SR
Sam R.
Feb 27, 2026
TA
Talal A.
Apr 27, 2026
E-commerce Sales Performance Dashboards
Absolutely outstanding freelancer! He built my
E-commerce Sales Performance Dashboards with precision, speed, and deep analytical insight. Communication was perfect throughout, and went above and beyond to deliver more than expected. Highly recommended! will definitely hire again, thanks once again
E-commerce Sales Performance Dashboards with precision, speed, and deep analytical insight. Communication was perfect throughout, and went above and beyond to deliver more than expected. Highly recommended! will definitely hire again, thanks once again
SR
Sam R.
Mar 30, 2026
You will get fraud detection or risk scoring model for your business
Honestly really happy with the work, the fraud detection model came out better than I expected. The freelancer understood our business pretty well and built something that actually works in real use, not just theory. Communication was smooth most of the time and he was quick with updates. Delivered on time and overall great experience, would defintely work again 👍
SR
Sam R.
Mar 8, 2026
You will get an AI-powered Business Intelligence dashboard with automation
SR
Sam R.
Feb 27, 2026
You will get an advanced predictive machine learning model (Python)
SR
Sam R.
Feb 20, 2026
1-2-1 Discussion on further data analysis
About Rabia
Data Science & Analytics
100%
Job Success
Coventry, United Kingdom - 12:20 am local time
I help businesses stop guessing and start deciding with confidence. Whether you have data scattered across five systems, dashboards nobody trusts, or reports that take days to produce manually, I come in and sort it out – from the messy raw data all the way through to clear, reliable outputs that people actually use.
🔍 What I do
▸ Data audits and validation: tracing KPIs back to their source and confirming whether the numbers are right
▸ Unified reporting: building a single source of truth across multiple platforms and business systems
▸ Dashboard development: Power BI, Tableau, and Excel reporting that non-technical teams can read and act on
▸ Predictive modelling: forecasting, trend analysis, and performance models built in Python, R, and SQL
▸ Financial analytics: P&L, EBITDA, cash flow, debtor days, margin analysis and other finance KPIs
▸ Ad hoc analysis: quick, clear answers to specific business questions
🏢 Industries I have worked across
▸ Manufacturing (including a 40,000-employee global organisation)
▸ Digital and ecommerce
▸ Financial services and fintech
▸ Supply chain and operations
▸ Marketing and commercial
🎓 Background
BSc Accounting and Finance: so I understand what the numbers mean to the business, not just how to calculate them.
MSc Data Science: so I can get into the data, validate it properly, and build robust models and reporting on top of it.
8+ years working with multinational organisations across complex, multi-system environments.
🛠 Tools and technologies
Python · R · SQL · Power BI · Tableau · Excel · Xero · JobLogic · various ERP and CRM platforms
✅ How I work
I am based in the UK, work to strict deadlines, communicate clearly throughout a project, and deliver work I am genuinely confident in. If my output does not meet your expectations, I will make it right.
Steps for completing your project
After purchasing the project, send requirements so Rabia can start the project.
Delivery time starts when Rabia receives requirements from you.
Rabia works on your project following the steps below.
Revisions may occur after the delivery date.
Data Analysis & Model Development
Understand objectives, clean and prepare data, build and validate model.
Evaluation & Delivery
Provide performance metrics, documentation, and refinements based on feedback.