Machine Learning Model Development
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About this service
Summary
I am proficient in TensorFlow, Pytorch, and HuggingFace, Langchain and OpenAI API to develop, train, and deploy machine learning models for a variety of applications such as sentiment analysis, predictive modeling, Question-Answering, automation and classification tasks.
Process
Requirement Gathering: Discuss and define the problem statement and objectives with the client.
Data Preparation: Collect, clean, and preprocess the data.
Model Building: Develop and train the machine learning model using appropriate algorithms.
Validation and Testing: Test the model to ensure it meets the expected performance metrics.
Deployment and Documentation: Deploy the model and provide comprehensive documentation and usage guidelines.
What's included
Trained Machine Learning Model
A fully trained model ready for deployment and use in various applications.
Model Documentation and Usage Guidelines
Detailed documentation on the model's architecture, training data, performance metrics, and guidelines for use.
Example projects
Skills and tools
ML Engineer
AI Model Developer
AI Developer
LangChain
Python
PyTorch
scikit-learn
TensorFlow