ICON RESEARCH
Technologies

We have experience workig with the following technologies:


Large Language Models LLaMA, Mistral, GPT

RAG and Prompt Optimization

LLM Fine-Tuning (SFT, Q-LoRA, PEFT, RLHF, DPO, ORPO)

Computer Vision models, including object detection with YOLO

Generative AI: GAN, VAE and Diffusion Models, SDXL

Multimodal Transformers

Graph Neural Networks

Time series modelling with Recurrent Neural Networks

Reinforcement Learning

LightGBM, XGBoost and conventional Data Science pipelines

Google Vertex AI and BigQuery, AWS SageMaker