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I will do data analysis, preprocessing, ml modeling
I will do data analysis, preprocessing, ML modeling
I’m a dedicated data science and machine learning enthusiast with real-world experience in medical imaging, video analysis, and regional market behavior. I specialize in Python-based solutions, offeri...
About this Gig
Are you looking for reliable and high-quality data science or machine learning solutions?
You're in the right place! I specialize in building intelligent machine-learning pipelines using Python and libraries like Pandas, Scikit-learn, NumPy, and Matplotlib. Whether it's structured data or image-based data, I provide clean, efficient, and customized solutions for your needs.
My services include:
- Data cleaning and preprocessing
- Exploratory data analysis (EDA) with visualizations
- Feature engineering and selection (including PCA, LDA)
- Supervised ML models (Regression, Classification)
- Image classification using ML and computer vision techniques
- Model evaluation and performance reporting
- Well-documented Jupyter notebooks
Tools & Technologies:
Python, Scikit-learn, Pandas, NumPy, OpenCV, Matplotlib, Seaborn
I've worked on:
- Video analysis for violence detection
- Regional analysis of American car-buying behavior
- Medical imaging and diagnosis-related tasks
- Image classification using real-world datasets
You'll get a fully documented, reproducible solution, ready to plug into your project or research.
Let's bring your data to lifefeel free to message me before placing an order!
Programming language:
Python
Frameworks:
Scikit-learn
•
SimpleCV
•
Keras
•
PyTorch
•
Panda
APIs:
Google Cloud Vision API
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
FAQ
What do you need from me to get started?
I’ll need your dataset (CSV, Excel, image folder, etc.), a short description of your problem or goal, and any specific models or outputs you want. If you’re unsure, I can help you decide the best approach.
Can you work with image data for classification tasks?
Yes! I have experience working with image datasets, including medical imaging and object classification. I can extract features, preprocess data, and apply ML algorithms for accurate classification.
What types of machine learning models do you use?
I work with a wide range of models, including linear/Logistic Regression, Decision Trees, Random Forests, SVM, KNN, and simple Neural Networks. I also use appropriate ML pipelines for image tasks.
Will you provide a complete report and code?
Yes, you will receive a detailed and clean Jupyter Notebook with explanations, code, graphs, model results, and a summary. I can also provide a PDF report if needed.
Can you help me with academic or research projects?
Definitely! I have experience working on academic projects including violence detection, car-buying behavior analysis, and medical data modeling.
What if I don't have a clean dataset?
No worries! I offer data preprocessing services — including handling missing values, encoding, normalization, and cleaning — to prepare your data for modeling.
