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Field Proven Results

I don’t believe in theories.
I believe in outcomes.

See how I turned operational chaos and technophobia into business clarity and measurable growth.

From Manual Chaos to Smart Operations

Transforming months of manual research into 10 minutes of smart processing. The architecture of an AI agent for Dr. Tehal Goldschmidt: Mapping friction points and building the infrastructure to free up bandwidth for research.

From Engineering Chaos to Automated Order

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The Chaos: An engineering firm drowning in operations. Engineers were performing complex calculations manually in Excel, battling changing regulations, and wasting days generating reports. Every small error cost time and money, and the fear of mistakes halted growth.

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The Diagnosis & Build: We didn't start by "adding AI." We started with a surgical Spec. I sat with the engineers, mapped every step of their pain, and identified the root cause. Only then did I build a single machine that holds the full context: automatically pulling regulatory data, running complex calculations, and generating a perfect PDF report with one click.


The Clarity:

  • A process that took 1-2 days became 10 minutes.

  • Human calculation errors vanished completely.

  • Engineers shifted from data entry clerks to Quality Supervisors.

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From Mass Churn to Instant Connection: Re-designing a Broken Journey
 

The Chaos: A digital service company invested a fortune in acquisition, but users dropped off at sign-up. The onboarding process was cold, generic, and confusing. Users felt lost, and the team felt frustrated by the churn.
 

The Spec & Build: We stopped guessing and started specifying. Instead of talking about "AI tools," we discussed the emotions of the dropping users. We mapped the journey and identified the emotional disconnect. Only then did we build a new, human-centric, personalized onboarding flow that uses background tech to speak to the right user, with the right message, at the right time.
 

The Clarity:

  • Immediate results: Churn dropped by 30%.

  • Onboarding engagement rose by 40%.

  • The business stopped losing clients and started building trust from second one.

  • Leading to a 90% revenue increase and a 50% drop in CAC.

From System Collapse to Multi-Million Growth:
A Scaling Startup Story
 

The Chaos: The entrepreneur’s bittersweet nightmare: massive success. Demand for this recruiting startup skyrocketed, but early systems collapsed under the load. Frustrated recruiters, ghosting candidates. They were losing clients, burning resources on "firefighting," and the team was worn thin.

 

The Diagnosis & Build: They didn't need "another developer" or "more features." They needed Architecture. I entered as a strategic partner. We stopped everything to spec and measure twice before cutting. We identified structural failures and built a new infrastructure that knows how to breathe and scale. We integrated automation and AI not to replace workers, but to empower them.

 

The Clarity:

  • Systems stabilized. Client churn dropped by 25%.

  • The company could finally serve the demand, tripling its client base.

  • With stable infrastructure and a clear story, the company raised an additional $2M funding round.

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