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$
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I will develop professional machine learning models and streamlit dashboards
About this Gig
Are you looking for a production-ready Machine Learning solution rather than just a simple script?
As a Computer Science & AI specialist, I bridge the gap between complex data science and functional business tools. I specialize in building high-accuracy predictive systems using XGBoost and CatBoost, integrated into interactive Streamlit applications for seamless user experiences.
What I Offer:
- Advanced Data Engineering: Full ETL pipelines, professional cleaning, and handling complex datasets.
- Predictive Excellence: Developing models with rigorous Fine-tuning and optimization to achieve maximum accuracy.
- Interactive Dashboards: Transforming models into a SaaS-like experience using Streamlit.
- Technical Documentation: You receive a comprehensive guide on how the model works and how to interpret results.
Programming language:
Python
•
Colab
Frameworks:
Scikit-learn
•
Panda
Tools:
Jupyter Notebook
•
Colab
My Portfolio
Other Data Science & ML Services I Offer
FAQ
What data formats do you work with?
I can handle a wide variety of data sources, including CSV, Excel. As a Computer Science specialist, I ensure that your data is properly cleaned and preprocessed regardless of its initial format.
Which Machine Learning algorithms do you use?
I focus on high-performance algorithms such as XGBoost, CatBoost, and Random Forest to ensure the highest predictive accuracy. I select the algorithm that best fits your specific dataset and business goals.
Will I be able to use the model without programming knowledge?
Yes! If you choose the Diamond Package, I will build an interactive Streamlit dashboard for you. This allows you to upload data and see predictions through a user-friendly web interface without touching a single line of code.
How do you ensure the accuracy of the model?
I use advanced techniques like Fine-tuning and Hyperparameter Optimization. Additionally, I provide detailed performance metrics (Accuracy, Precision, Recall, etc.) and technical documentation to verify the results
Can you work with incomplete or "messy" data?
Absolutely. One of my core strengths is Advanced Data Engineering. I specialize in handling missing values, removing outliers, and performing feature engineering to turn "raw" data into "smart" data
Do you provide the source code?
Yes, all my packages include the Source Code. I follow clean code standards (Python/C++) to ensure the code is readable, well-documented, and ready for production use.
