Skip to main content
Aumi 4AU
Open to opportunities

Aumi 4

@aumi4

Forward Deployed AI Engineer turning ambiguous business needs into production-ready agent workflows and customer experiences.

Israel
Message

What I'm looking for

I want to build forward-deployed applied AI systems where I can run customer discovery fast, redesign workflows, and prototype-to-production with evaluation-minded QA—translating agent and LLM capabilities into adoption-friendly systems for non-technical teams.

I’m a forward deployed AI builder with founder-level experience turning ambiguous business problems into working AI systems, product workflows, and customer-ready interfaces. I focus on making AI capabilities usable for real teams through rapid discovery, prototype-to-production thinking, and adoption-friendly UI.

At SmartLine, I built the commercial and technical workflow for AI phone-agent systems that answer missed calls, qualify leads, book appointments, handle FAQs, and route human follow-up. I designed deployment patterns like intake flows, objection handling, escalation logic, lead capture, booking rules, and business-specific knowledge bases, and I translated that into stakeholder-ready demo and sales flows.

At Lead Agents Studio, I developed AI-assisted lead follow-up and conversion systems across email, SMS, call flows, forms, segmentation, and CRM handoff. I structured lead scoring, suppression rules, follow-up cadence, messaging logic, and human review points—and packaged a white-label AI voice agent lane with repeatable deployment positioning.

Earlier, I founded and directed an AI-enabled luxury ecommerce platform (600+ premium labels) and created Olvi Bot to support discovery, virtual try-on guidance, handbag comparisons, and recommendation support. I also built AI Fashion Artists creative production systems with prompt architectures, QA standards, production review workflows, and Claude Code/Codex-assisted prototyping—so teams can move from raw idea to deployable, evaluation-minded creative and AI outputs.

Experience

Work history, roles, and key accomplishments

Lead Agents Studio logoLS
Current

Founder and Lead Automation Strategist

Lead Agents Studio

Jan 2025 - Present (1 year 6 months)

Developed AI-assisted lead follow-up and conversion systems across email, SMS, call flows, forms, segmentation, and CRM handoff. Structured lead scoring, suppression rules, follow-up cadence, messaging logic, and human review points for multi-step automation workflows.

SmartLine logoSM
Current

Founder and AI Systems Architect

SmartLine

Jan 2025 - Present (1 year 6 months)

Built the commercial and technical workflow for AI phone-agent systems that answer missed calls, qualify leads, book appointments, handle FAQs, and route human follow-up. Designed intake flows, objection handling, escalation logic, lead capture, booking rules, and business-specific knowledge bases.

AI Fashion Artists logoAA
Current

Founder and AI Art Innovation

AI Fashion Artists

Jan 2023 - Present (3 years 6 months)

Built AI-assisted creative systems for fashion, beauty, lifestyle, and ecommerce campaign visuals, ad variants, product storytelling, and brand assets. Created prompt systems, QA standards, and production review workflows, and used Claude Code and Codex to turn creative requirements into working prototypes and production-ready iterations.

OI

Product Builder

Outdoor Buddy Israel

Jan 2026 - Present (6 months)

Built a SwiftUI iOS app concept to help families track outdoor time for children with profiles, missions, rewards, streaks, coins, notifications, and bilingual Hebrew/English support. Designed the product model, onboarding, child dashboards, reward mechanics, mission content, localization, and responsive mobile UI behavior.

Education

Degrees, certifications, and relevant coursework

LISAA - L'Institut Superieur des Arts Appliques logoLA

LISAA - L'Institut Superieur des Arts Appliques

Fashion Design

1999 - 2003

Studied Fashion Design at LISAA in Paris from 1999 to 2003.

Tech stack

Software and tools used professionally

Get matched with your dream remote job

Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan