AI Model Development
Starting at
$
120
About this service
Summary
I offer advanced machine learning and AI services, specializing in financial data automation, sentiment analysis, and predictive modeling. My expertise in customizing AI solutions with cutting-edge models like BERT, Llama, and GPT ensures tailored, scalable results. What sets me apart is my deep integration of AI with business processes, creating impactful and sustainable outcomes.
Process
Problem Definition: Understand the business problem, define the goals, and establish success metrics.
Data Collection: Gather relevant data from internal and external sources.
Data Preprocessing: Clean, transform, and split the data into training, validation, and test sets.
Model Development: Select algorithms, build models, and experiment with hyperparameters.
Model Training: Train the model using the training set and validate it using the validation set.
Model Evaluation: Evaluate model performance on the test set and adjust based on performance metrics.
CI/CD Integration: Automate model testing and deployment pipelines with continuous integration and delivery.
Deployment: Deploy the model to production through containerization and APIs.
Monitoring and Maintenance: Continuously monitor model performance and retrain when necessary to maintain accuracy.
Iteration and Improvement: Update the model based on feedback and evolving data, following an iterative process.
What's included
Chatbot
At the end of the service you can expect a wizard bot that can answer your questions, using GPT and OpenAI. It can be configured to answer questions based on your company documents.
AI Sentiment Classifier
At the end you will have a model trained on your data, which is able to classify texts like reviews and customer letters, and know the sentiment as well as the satisfaction of the customers.
Duration
5 days
Skills and tools
ML Engineer
AI Chatbot Developer
AI Developer
Hugging Face
LangChain
OpenAI
Python
PyTorch
Industries
Sales