Armenia● Personalized chatbot creation using OpenAI system, Quadrant and AWS.
● RAG enhancement and evaluation system creation using LLM as a Judge technique with 97% percent accuracy.
● Fine-tuning of LLama, Mistral, Gemma, GPT and BERT for Q&A tasks for clients (confidential), using transformers, Unsloth and
pytorch with achieving 90% accuracy on average.
● Human Language to ElasticSearch translat...
Armenia● Defined and enhanced LLM's robustness for the project from the statistical perspective and using augmentation techniques in Computer Vision transfer to the NLP domain achieved 10% enhancement of robustness of GPT 2B architecture. Modified and created token and embedding level augmentations, 5% and 10% accuracy enhancement from each augmentation respectively. Implemented all theoretical foun...