Machine Learning
Custom model development tailored to your data
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Merkezsoft
We integrate LLMs, conversational interfaces, retrieval and search, automation, vision where appropriate, and model APIs into production software.
Connect AI features to product interfaces, backends, data, permissions, observability, and deployment environments.
Custom model development tailored to your data
Advanced NLP solutions for chatbots, sentiment analysis, text classification, and language understanding.
Image and video analysis, object detection, facial recognition, and visual inspection systems.
Data-driven forecasting and trend analysis to help you make informed business decisions.
Intelligent conversational agents that provide customer support and engagement.
Protect critical behavior with focused testing and review release risks before production.
We analyze your business needs, data landscape, and identify AI opportunities that deliver real value.
Prepare data for the selected model or API, with validation and privacy requirements considered.
Implement and evaluate the AI feature within the product's real workflow and backend.
Deploy the integrated capability with appropriate monitoring and operational safeguards.

Production tools for model, API, backend, and deployment integration.
TensorFlow
PyTorch
OpenAI
Python
Scikit-learn
Keras
Hugging Face
Jupyter
Google Cloud
AWS
Azure
Discuss the workflow, data, integrations, and production requirements behind the AI capability you want to build.
Send the context; we will respond with a practical next step.