Senior Associate Business Analyst - Functional Consultant at Trinamix Company (Feb 2023 – Present)
TextDesigned and maintained LLM evaluation guardrails and hallucination mitigation behaviors for production GenAI applications using RAG and model integration specifications. Translated ambiguous corporate GenAI use cases into prompt workflows and acceptance-ready technical backlogs, covering context window constraints and fallback logic. Monitored model performance and token/cost KPIs via dashboards to support iterative improvement of model outputs and decision-making. • Defined context window parameters, vector database query structures, and fallback behaviors for reduced hallucinations. • Collaborated with AI researchers and data engineers to convert business logic into prompt workflows and technical backlogs. • Assessed LLM edge cases and behavioral exceptions to refine prompt rules and governance guardrails. • Built Power BI dashboards tracking KPIs, token consumption costs, and model performance metrics.