JamiOjala
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Recruiter packet

The shortest path to a confident yes/no.

Role fit, receipts, availability, risks, and links in one scannable page. Built for recruiters and hiring managers who need signal fast.

Espoo
on-site / hybrid / remote
<24h
weekday response
AI + ops
primary lane
FI / EN
working languages

Best deployment

Put me where unclear operational work needs to become a working system, and where AI, data, people, and process are part of the same problem.

Honest risk

Not a deep single-language specialist. Best when systems, people, operations, and tooling must become one working layer.

Role fit

Four ways to plug me in.

This is the recruiter shortcut: not a generic generalist, but four repeatable deployment patterns with proof and a first-month motion.

01

AI adoption lead

For teams with tools everywhere and no trusted workflow.

Proof

  • AI-assisted STEA drafting
  • multi-agent + MCP daily stack
  • Google AI pathway

First 30

  • Map repetitive work
  • identify high-trust pilots
  • ship one governed workflow

In-house operations, product, finance, nonprofit, or civic teams.

02

Operations / program lead

For teams where people, budget, deadlines, and delivery are drifting apart.

Proof

  • Nuoret Kotkat national infrastructure
  • 20+ events/year
  • 500+ participants/year

First 30

  • Find the broken rhythm
  • make ownership visible
  • close one delivery loop

Scale-ups, civic orgs, foundations, education, and mission-driven operators.

03

Grant / funding systems owner

For organisations where funding work lives in scattered docs and memory.

Proof

  • STEA-grade grant operations
  • municipal funding
  • Nordbrief build

First 30

  • Build the funder map
  • clean the evidence ledger
  • draft the next application system

NGOs, public-benefit startups, foundations, Nordic/EU programmes.

04

Product builder / operator

For early teams that need someone who can define the system and build the first version.

Proof

  • Vantnod private beta
  • Impact Node studio
  • this portfolio and notes stack

First 30

  • Model the domain
  • ship a thin vertical slice
  • turn learnings into roadmap

Founder-led SaaS, internal tooling, venture studios, AI-enabled operations teams.

Evidence index

Receipts a recruiter can inspect.

The confidence lands harder when the evidence is visible. These are sanitized slices of the operating systems, templates, and products behind the claims.

01

Grant operating system

Nuoret Kotkat / national funding pipeline

Turned grant work into a shared operating rhythm: calendar, evidence ledger, budget narrative, compliance checkpoints, and handover notes.

02

Crisis governance pack

IFM-SEI / elected Vice President

Stabilised a federation under statutory pressure by making decisions, budgets, regions, and member communication legible again.

03

Claims resolution backend

IKEA / senior resolution

Handled high-volume financial, quality, warranty, and liability decisions where process discipline protected customer trust and margin.

04

AI adoption playbook

Grant writing, research, admin, product work

Uses AI as a governed workflow layer: model selection, prompt libraries, review gates, and team training before rollout.

05

Solo product architecture

Vantnod, Nordbrief, Impact Node, portfolio

Builds the software layer personally: schema, UI, copy, deployment, and the product logic around messy operational domains.

Verification

The public trail.

A portfolio should not ask for blind trust. These links and records let a hiring manager triangulate the story quickly.

Builds

Products that show the builder side.

Each row shows what was built, the stack, and the proof surface behind it.

  • Vantnod

    AI accounting / private beta

    AI-first accounting command center for European SMEs.

    Next.js, TypeScript, Supabase, LLM pipeline

    • Transaction primitive
    • VAT adapter concept
    • confidence-gated AI
    • reconciliation flow
    Open

  • Impact Node

    studio / shipped

    Builder-operator studio for products, systems, and experiments.

    Next.js 16, React 19, Tailwind v4, Motion

    • Venture OS
    • shared launch checklist
    • brand system
    • operating cadence
    Open

  • Nordbrief

    civic funding OS / beta

    Grant infrastructure for Finnish and Nordic NGOs.

    Next.js, TypeScript, Supabase, LLM pipeline

    • Funder model
    • deadline radar
    • evidence ledger
    • AI writer guardrails
    Open

  • Skimpact

    commerce testbed / live

    Cinematic-botanical storefront and commerce workflow.

    React, TypeScript, Shopify Storefront API, Vercel

    • Storefront UI
    • product detail flow
    • cart integration
    • brand direction
    Open

  • Skillgraft

    AI tooling market / concept

    Product store for prompts, agents, workflows, and MCP assets.

    Next.js candidate, workflow registry, MCP asset model

    • Workflow SKU
    • quality rubric
    • buyer journey
    • packaging model

Next step

If the role fits, write.

jami@impactnode.fi