1648099034527

DANIEL LEE

Senior Product Designer | AI-Driven Enterprise Tools & Data Insights | B2B SaaS

AI-focused Senior Product Designer with 6+ years in enterprise SaaS, specializing in LLM-powered assistants and AI-driven observability tools that democratize complex insights for business leaders. Proven cross-functional collaborator (research, product, engineering, data) launching features that boost decision speed, cost savings, engagement, and adoption in high-stakes environments like insurance and big data optimization. Expert in end-to-end design, LLM interaction patterns (conversational flows, confidence indicators, refusal handling), and proactive product shaping.

Core Strengths 🔥

  • Thriving in fast-paced, high-stakes AI & enterprise environments
  • Driving user research & discovery for complex LLM-powered tools
  • Cross-functional collaboration (product, engineering, data science) to shape AI features
  • Pressure-testing ideas early (prototypes, usability, stakeholder alignment)
  • Adapting in ambiguity with initiative, systems thinking, and rapid iteration
  • Independently owning ideas from concept to production in AI products
  • Balancing big-picture strategy with detail-oriented execution for trustworthy UX

Work Expertise

  • User-centered design for B2B enterprise & AI-powered platforms
  • End-to-end product ownership & feature design (LLM assistants, observability)
  • Enterprise innovation: turning complex data/AI outputs into intuitive experiences
  • Process optimization & simplification of non-deterministic LLM interactions
  • Data-driven & directional UX with rapid prototyping/iteration
  • Building trust in AI tools (confidence indicators, refusal handling, expectation setting)
  • Scalable design systems & conversational patterns for enterprise adoption

Past Highlights 🏆

  • Led LLM-powered AI assistant at Allstate — evolved from early POC to streamlined production tool, earning multiple leadership presentations for its intuitive design and early adoption success

  • Launched AI-driven insights & Health Check tools at Unravel Data: strong adoption, secured enterprise deals, delivered measurable cost savings & performance gains on Snowflake/BigQuery/Databricks
  • Comcast Business Project Tracker: reduced PM workload ~30% on communication tasks, tripled customer traffic, generated >$1M sales value through efficiency & self-service

Unravel Data | B2B SaaS Enterprise | Big Data, FinOps and Cloud Computing

Boosting efficiency and productivity for enterprises managing 1000+ workflow jobs daily

Unravel Data | B2B SaaS Enterprise | Big Data, FinOps and Cloud Computing

How my work is turning cloud bills into business intelligence

Comcast Business | B2B SaaS Enterprise | Self-service management

Achieving efficiency with self-service tools for large connectivity projects