Machine Learning Engineer
thereliableai
Jan 2024 - Apr 2024 (4 months)
-Architected and deployed a multi-agent system on AWS using LangGraph to enable GPT-4 language interactions with databases, incorporating agents for clarification, SQL query generation, data retrieval, and insights, facilitating seamless conversational access to structured data. -Explored and integrated various large language models, including Mistral 7B, LLaMA 70B, and GPT-4, into the multi-agent system, leveraging their strengths in natural language understanding, query generation, and insight derivation, while optimizing for performance and cost-effectiveness through model selection and fine-tuning strategies.