Machine Learning

If assistance is needed with machine learning tasks, help is available for everything from data understanding to building accurate and reliable models.

Services offered include:

• Cleaning and preprocessing data to ensure quality results
• Building and training machine learning models (classification, regression, clustering, etc.)
• Creating deep learning models (ANNs, CNNs, RNNs) for more advanced tasks
• Performing feature selection and optimization
• Visualizing and interpreting results clearly

Generative AI

Specialization is in building AI-powered chatbots using cutting-edge generative AI technologies such as GPT-4, LangChain, and Retrieval-Augmented Generation (RAG). The solutions provided go beyond simple rules, understanding context, generating natural responses, and offering meaningful user interaction.

Offerings include:

• RAG pipeline implementation
• Chatbot design and persona creation
• Advanced prompt engineering
• Integration with custom databases or APIs
• Document Q&A bots using PDF or CSV ingestion