I will build predictive ai models using machine learning and deep learning
About this Gig
Turn Your Data Into Predictive AI
Do you have a dataset but don't know how to turn it into a working AI prediction model?
I will develop a customized Machine Learning or Deep Learning solution for your dataset, research, academic project, or business problem.
Instead of simply training a model, I focus on building a complete pipeline from data preparation model development evaluation predictions.
What I can build
Machine Learning
- Classification models
- Regression & prediction systems
- Customer/churn prediction
- Sales & demand prediction
- Risk prediction
- Recommendation-related models
- Decision Trees & Random Forest
- KNN, SVM & Logistic Regression
- K-Means clustering
- Feature engineering & selection
Deep Learning
- ANN neural networks
- CNN image classification
- RNN/LSTM models
- Transfer learning
- TensorFlow/Keras models
- Image-based prediction
- Deep learning model training & evaluation
My workflow
1. Understand I analyze your problem and requirements.
2. Prepare Data preprocessing, cleaning and feature preparation.
3. Build Develop suitable ML/DL models for your problem.
4. Optimize Improve model performance through appropriate techniques.
5. Evaluate Analyze accuracy and other relevant performance
Programming language:
Python
Frameworks:
Scikit-learn
•
DeepPy
•
Keras
•
PyTorch
APIs:
Azure Face API
Tools:
Jupyter Notebook
•
OpenCV
•
Excel
•
Amazon SageMaker
