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I will build and optimize an end to end machine learning model
Statistician and Research Data Analyst
I'm a applied statistics graduate from the University of Dhaka, with a focus on applied statistical modeling, machine learning, and biostatistics. I help clients build and optimize machine learning mo...
About this Gig
Are you looking for a complete machine learning solution from raw data to a fully trained, optimized, and ready-to-use model? You're in the right place!
I'm a Statistics and Data Science graduate with hands-on experience in Machine Learning, Deep Learning, and Predictive Analytics. I will develop a complete end-to-end ML pipeline using Scikit-learn or TensorFlow, tailored specifically to your dataset and project objectives.
What's Included:
- Data cleaning and preprocessing
- Exploratory Data Analysis (EDA)
- Feature selection and engineering
- Model training and optimization
- Evaluation with metrics (Accuracy, F1, AUC, RMSE, etc.)
- Visualized results and performance report
- Deployment-ready code (Flask or Streamlit Premium)
Tools & Libraries: Python, Pandas, NumPy, Scikit-learn, TensorFlow, Keras, Matplotlib
Ideal for projects involving prediction, classification, regression, clustering, or deep learning.
Message me before ordering to discuss your dataset or project details lets build a model that truly performs!
FAQ
What type of machine learning projects do you work on?
I can handle regression, classification, clustering, and deep learning projects using Scikit-learn or TensorFlow. This includes prediction models, image/text classification, recommendation systems, and more.
Do I need to provide a dataset?
You can provide your dataset, or I can help you find a suitable open-source dataset based on your project requirements.
Will I get the source code and files?
Yes, you’ll receive all project files including the Python notebook, dataset (if applicable), and any scripts used for preprocessing, training, or deployment.
What tools and libraries do you use?
I mainly use Python with Pandas, NumPy, Matplotlib, Scikit-learn, TensorFlow, Keras, and Seaborn. Depending on your project, I may use XGBoost or other specialized libraries.
Do you work on academic or research projects?
Yes! I frequently assist with university and research-based ML projects, providing well-documented, plagiarism-free code suitable for reports or papers.
What if my data is unstructured or needs cleaning?
No problem — data cleaning and preprocessing are included in all packages. I’ll handle missing values, scaling, encoding, and feature preparation.
