Toptal creates custom GPT models for an HR technology company.
An employee engagement platform utilized Toptal’s AI technology to enhance data analysis accuracy and accelerate processes.
Client
A U.S.-based employee engagement platform helping organizations measure and improve workplace culture with data.
Industry
Business ServicesDelivered Services
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Schedule a CallChallenge
The company faced low accuracy in its large language models (LLMs), resulting in poor-quality insights and unreliable analysis.
Solution
End-to-End AI Pipeline
Toptal developed an end-to-end machine learning operations pipeline, incorporating models into the main application using multiple GPUs and AWS tools for efficient data processing.
OpenAI’s GPT Model Optimization
Toptal fine-tuned OpenAI’s GPT models with custom datasets, achieving better results than out-of-the-box solutions.
Outcome
Improved Model Accuracy
The new pipeline achieved over 98% accuracy in testing, providing more reliable analysis and insights.
Streamlined Data Management
Enhanced capabilities allowed the company to handle millions of data points swiftly while increasing data privacy.
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