Anders Seline Email & Phone Number

New York, New York, United States

Healthcare AI

New York, New York, United States

• Created and implemented a testing framework for a RAG-based generative system enabling continuous monitoring in deployment for a large asset manager. Includes performance monitoring of generation latency, accuracy of document search, and factual accuracy of generated responses including hallucination detection.• Helped to develop and propose an LLM-Orchestration architecture directly to executive stakeholders for large asset manager.• Created a CPU-optimized finetuning suite generalizable for all Sequence-to-Sequence transformers in HuggingFace. Directed the process of finetuning multiple LLMs, measured large performance boost using metrics like Rouge and BertScore on domain-specific summarization task.• Performed research on vector, hybrid, and semantic search types and created a search test suite, socialized results with clients and vendors. Identified and implemented a more effective document search technique after reviewing results. • Stood up a virtual environment along with necessary GPU driver software to facilitate experimentation with high-parameter (7B+) LLMs.