Customer: Finland, confidential

Status: Ongoing 3/2023 ->

Softlandia team has helped a customer to achieve their strategic goals, focusing on developing and applying machine learning and customer specific LLM solutions. Softlandia’s role has been crucial as consultants and as part of a team of internal and external experts.

Customer needs in project:

• Implementing company strategy using data-driven methods (primarily based on text-mining)
• Employing generative AI in the daily workflows of technical and non-technical professionals
• Understand current large language model (LLM) capabilities and usage possibilities, both commercial and openly published models

Delivered:

• Built a natural language processing pipeline using machine learning and statistical methods, including large language models, deployed to cloud infrastructure
• Benchmarked commercial and open LLMs (e.g. Llama) on business-specific tasks & proprietary data
• Applied LLM quantization & acceleration methods to improve runtime and reduce resource load
• Trained and applied state-of-the-art generative audio models
• Created education material on machine learning & AI for non-technical persons and evaluated commercial AI services (solutions, TOS, privacy)