Focused on LLM engineering, data pipelining, and backend architecture to drive workforce and behavioral analytics:
LLM Fine-Tuning & Dataset Engineering: Curated and structured specialized domain datasets to fine-tune open-source models (Llama, Gemma) for long-context behavioral analysis and agentic workflows.
Backend & API Architecture: Designed and optimized high-performance, low-latency REST APIs using FastAPI to integrate model outputs seamlessly into production.
Analytics Infrastructure: Developed data pipelines to process complex, unstructured organizational information into structured behavioral KPIs and actionable insights.