At Flyrank AI, I engineered a K-Means clustering pipeline that segmented anonymized pages into operational archetypes for SEO workflows. I processed interaction metrics, audited feature leakage across historical time windows, and evaluated clusters against rule-based baselines.
I also built RAG and multi-agent projects for contract review and grounded retrieval, with automated revision loops and evidence checks. For Text2SQL-LoRA, I fine-tuned Qwen2.5-Coder-3B-Instruct and developed an execution-based evaluation harness.
