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Fiverr Pro
English
$
USD
I will build bayesian models for forecasting, optimization and decision making
Machine Learning Engineer Specializing in Data Analysis Anomaly Detection
I work with datasets from the ground up. I can build synthetic data for research, clean messy data, and shape it so it actually works for modeling. I use Python for machine learning and choose methods...
About this Gig
Want to predict the outcomes of your decisions with confidence?
I'll build a Bayesian models specifically for forecasting and optimization, that quantify confidence/uncertainty, helping you make better decisions when data is limited, noisy, or expensive to collect.
Services:
- Bayesian regression and forecasting
- Marketing Mix Modeling (MMM)
- A/B testing and experiment analysis
- Bayesian optimization for model tuning
- Custom probabilistic models in Python
- Model diagnostics and uncertainty analysis
This is for projects, business forecasting, marketing analytics, and decision-support systems.
We will provide you with:
- Clean Python code (PyMC)
- Diagnostic and performance plots
- Results interpretation in plain language
- Documentation of assumptions and findings
Whether you're optimizing marketing spend, evaluating experiments, or forecasting outcomes, I can help build a model that explains both the prediction and the confidence behind it.
Programming language:
Python
•
SQL
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
•
Other
Tools:
Jupyter Notebook
•
TensorFlow
•
Excel
•
Colab
FAQ
Why choose Bayesian modeling?
Bayesian models provide both predictions and confidence estimates, making them useful when uncertainty matters.
Can you build Marketing Mix Models?
Yes. I can build MMM solutions for channel attribution, budget allocation, and marketing performance analysis.
What tools do you use?
PyMC, ArviZ, pandas, NumPy, scikit-learn, and related Python libraries.
Will I receive the source code?
Yes. All deliverables include documented Python code and supporting outputs
