Customer Work

What changed for the people involved, and why it worked. AI adoption first; complex technology and Asia delivery behind it.

AI adoption & workflow outcomes

Turning AI experiments into daily work

Education · EdTech

HOPE for Cambodian Children

AI literacy workshop at HOPE for Cambodian Children: students at computers

30%

improvement in class preparation time and daily AI adoption within two months, after three workshops.

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Travel services · Workflow

Travel-services founder

60%

less manual work after moving a WhatsApp, email and spreadsheet process into one workflow, which the founder then reused for an internal payroll application.

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Complex technology & ecosystem delivery

Technical authority behind the AI work

Publicly documented deep-tech programme delivery

DeepSouth - Neuromorphic Compute Platform

A Western Sydney University-led, ARC-funded research infrastructure project to develop a reconfigurable neuromorphic compute system for brain-scale simulations.

Natalia Poliakova is publicly listed as a Partner Investigator on ARC grant LE230100034.

The Australian Research Council reports that the project deployed the world’s largest neuromorphic computing platform, using 92 Intel Stratix 10MX FPGAs to support 100 billion spiking neurons.

Industrial IoT · Partner-led deployment

EXOR Oceania - From Industry 4.0 Collaboration to Mine-Site Deployment

Challenge

Brownfield mining environments, fragmented operational data, and a complex path from a promising technology solution to a credible, deployable programme.

Approach

Mapped the opportunity, activated relevant Intel IoT stakeholders, secured support for technical training and a proof of concept, aligned systems-integration and research partners, and enabled the technology through to deployment.

Result

An Industry 4.0 solution progressed from partner collaboration and proof of concept to deployment in Australian gold-mine operations.

“Natalia played a massive part in providing support via technical teams and sponsorship on this journey.”
- Carlo Sportiello, Managing Director, EXOR OceaniaPublic LinkedIn recommendation, January 2025
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Work delivered during Natalia Poliakova’s role at Intel Corporation, in collaboration with EXOR Oceania and project partners.

Fractional sales & Asia entry

Commercial leadership for Asia

The EXOR and DeepSouth engagements above are the proof behind this offer. It has its own page, so it does not crowd the AI decision path.

See fractional sales & Asia entry

Product experiments

Things I build to learn how AI behaves

These are not customer case studies. They show how I work with AI products: trade-offs, prototypes and what I learn from real users.

Unscript IKIGAI®

AI-powered career mapping

A proprietary tool that decodes the unconventional drivers standard frameworks overlook.

Explore Unscript IKIGAI®

Regardsly

Polite replies for messages that arrived with more confidence than context.

Paste the outreach. Get three replies: gracious, precise, and just sharp enough to remain deniable.

Try Regardsly

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