Safat Siddiqui

Applied Scientist @Finetune A Prometric Company

US

Spearheaded GenAI solutions for 20+ enterprise clients in the education domain, leveraging OpenAI APIs for prompting, fine-tuning, and Retrieval-Augmented Generation (RAG) to generate high-quality, domain-specific assessment items.• Designed and deployed scalable internal ML pipelines for data ingestion, model training, and evaluation, reducing model deployment cycle time by 40%.• Prototyped a multi-agent LLM system orchestrated via RAG-based agents aligned to a 4-stage Subject Matter Expert (SME) review workflow, resulting in interpretable, auditable outputs and enhanced SME trust.• Fine-tuned LLMs on client-specific cognitively-typed data and applied grounding techniques with LLM-as-a-judge evaluation, ensuring both content fidelity and stylistic alignment.