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DANIEL LEE
Senior Product Designer | AI-Driven Enterprise Tools & Data Insights | B2B SaaS
Senior Product Designer with 10+ years of experience designing AI-powered and data-rich enterprise tools. At Allstate I led end-to-end UX for an LLM assistant that let agency owners analyze call transcripts in natural language to surface team performance, sentiment, and coaching insights. At Unravel Data I designed AI-driven observability tools that improved cloud cost visibility and performance for enterprises on Databricks, Snowflake, and BigQuery, including a Health Check feature that increased engagement and supported key deals. At Comcast Business I enabled enterprise customers to manage site installs and service changes directly—cutting status requests to internal teams and accelerating new location turn-up.
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
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
How my work is turning cloud bills into business intelligence
Comcast Business | B2B SaaS Enterprise | Self-service management