SwatiGupta

Associate Lead Data Scientist

kipi • Full-time

May 2024 - Aug 2026 • 2 yrs 3 mos

• Architected and led the design of a production-grade 3-way invoice matching (3WM) platform using Agentic AI (LLMs, LangChain, LangGraph), collaborating with business stakeholders to define solution architecture, resulting in cost optimization from $9B to $3B, along with a 60% reduction in manual effort, and 85%+ accuracy at scale. • Designed Agent architectures with tool integration and workflow orchestration, enabling reusable pipelines and efficient handling of real-world constraints like latency, cost, and system reliability. • Led the architecture and delivery of a legal document intelligence platform leveraging RAG, LlamaIndex, and fine-tuned LLMs, mentoring a cross-functional team of engineers, defining technical standards and solution blueprints, and driving the implementation of complex unstructured legal contracts. • Led end-to-end deployment of AI systems from prototype to production, implementing evaluation frameworks, monitoring, and feedback loops to continuously improve performance and business impact.