Simplifying complex fintech workflows into structured, high-impact systems.
AI-first B2B SaaS work—complex workflows, broken search, and decisions that need measurable proof.
Transforming fragmented deal workflows into a structured execution system
Deal work was split across surfaces. We anchored creation on the company profile—where intent already lives.
Investors jumped across filters and pages to evaluate companies. Search took 3–4 minutes; confidence dropped without context.
Multiple popups and unclear min/max rules blocked ordering. We cut taps and made required choices obvious.
Product Designer II at Systematic—remote with a New York team on AI B2B SaaS. I focus on Human-AI interaction and turning high-friction flows into clear decisions.
I led contextual AI search and AI-assisted profile creation—query states, progressive disclosure, and failure paths for uncertain model responses.
Before Systematic: Easy Eat (multi-country launches) and LA FUORI (B2B web and campaigns). I work best with product, engineering, and business in one loop.
From shipping AI workflows where trust, model uncertainty, and business speed must align.
Hybrid flows let users accept, edit, or override AI. Autocomplete without control fails in high-stakes work.
Drop-offs follow uncertainty. I sequence context, confidence cues, and actions so decisions feel informed.
Query states, empty states, and recovery paths come first. Failed model responses still need a clear next action.
I turn assumptions into testable bets. Early evidence prevents costly post-launch redesigns.
Metrics show where to look; user conversations show what to fix.
I align with PMs and engineers so design reflects constraints and priorities—not slide-deck ideals.
Conversational company discovery with OpenAI and vector search—replacing fragmented search with natural language.
AI profile builder with manual override and smart defaults—higher completion and quality for fundraising teams.
Anchored deal creation to company profiles. Turned fragmented intent into guided commitment paths.
Flow-first mobile redesign—less backtracking, clearer actions, faster intent-to-completion.
Cut taps and popup overload in variant selection. Made min/max rules and required choices obvious.
Design practice, research depth, and tooling from recent roles.
I turn ambiguous problems into clear interaction models and measurable decisions.
Model-assisted workflows that keep users in control and speed decisions.
Qualitative insight plus metrics to validate assumptions and prioritize roadmap.
Wireframing, visual design, prototyping, and design communication.
Close work with PMs, engineers, and stakeholders from scoping through launch.
AI-native workflows with Cursor, Copilot, and Claude Code for faster prototyping.
Open to Product Designer roles in B2B SaaS. I solve complex workflows where clarity and measurable outcomes both matter.