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I will build sales and demand forecasting models with python machine learning
Expert Data Analyst, AI ML Engineer
Hello! I’m Muhammad Adnan, a Data Scientist and Machine Learning Engineer specializing in Python. I help clients turn raw data into meaningful insights, predictive models, and practical solutions. My ...
About this Gig
About this Gig:
Machine Learning Solutions for Your Busines:
Need to forecast sales, demand, or future business trends? I will build a Python-based forecasting and predictive analytics model using your historical data.
Get data preprocessing, time-series analysis, forecasting, model evaluation, and clear prediction results.
With 2 years of industrial experience in Python , machine learning and data science, I have the knowledge and skills you need to succeed your business.
What will you get:
- Data preprocessing (missing values, encoding, scaling as needed)
- Model creation for classification or regression ( tree-based models and ensemble methods when appropriate)
- Performance evaluation and visualizations (e.g. confusion matrix, ROC curve, feature importance)
- Fine-tuning and optimization for best performance
- Interactive Streamlit dashboard
- Real-time prediction system
Expertise:
- Python
- Streamlit
- Scikit-learn
- Pandas
- NumPy
- Matplotlib
- Plotly
- TensorFlow
- Keras
- XGBoost
- LightGBM
Why choose me?
- Fast communication
- On-time delivery
Programming language:
Python
•
MATLAB
•
SQL
•
Colab
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
APIs:
Google Cloud Vision API
Tools:
Jupyter Notebook
•
TensorFlow
•
Excel
•
MLflow
•
Colab
My Portfolio
FAQ
What do I need to provide before we start?
Please provide your dataset (CSV, Excel and SQL etc.) project requirements, prediction goals, and any preferred features or design ideas.
Which machine learning algorithms do you use?
I select the best algorithm based on your dataset. Common choices include Linear Regression, Random Forest, XGBoost, Decision Tree, Gradient Boosting and other suitable regression models.
Can you deploy the Streamlit application?
Yes definitely , I can deploy your application on Streamlit Community Cloud.
Can you improve or fix an existing machine learning project?
Absolutely,I can debug, optimize, improve accuracy, redesign the dashboard or add new features to your existing machine learning project.
Do you offer assistance once a project is completed?
I'll be happy to help if you find yourself into any problem.I shall provide post-delivery assistance to ensure a smooth running of your application.
