HOPE for Cambodian Children

30%
improvement in class preparation time and daily AI adoption within two months, after three workshops.
Read the case study →AI adoption & workflow outcomes

30%
improvement in class preparation time and daily AI adoption within two months, after three workshops.
Read the case study →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.
Read the case study →Complex technology & ecosystem delivery
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.
Brownfield mining environments, fragmented operational data, and a complex path from a promising technology solution to a credible, deployable programme.
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.
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.”Read the case study →
Work delivered during Natalia Poliakova’s role at Intel Corporation, in collaboration with EXOR Oceania and project partners.
Fractional sales & Asia entry
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 entryProduct experiments
These are not customer case studies. They show how I work with AI products: trade-offs, prototypes and what I learn from real users.

AI-powered career mapping
A proprietary tool that decodes the unconventional drivers standard frameworks overlook.
Explore Unscript IKIGAI®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.
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