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Everything the plugin decided for one fictional candidate and one fictional job.

What it did for Jane Doe.

The plugin’s ats-optimize skill, run through Claude on a fictional resume and job.

The plugin’s verdict: A strong match on React, testing and component work, and worth applying to. The biggest risk is TypeScript: the role asks for 3+ years, and Jane has about 2.5 years at an employer plus part-time freelance use since Jan 2023.

Hard requirementProfile saysStatus
3+ years of ReactProfessional since Jun 2022Met
3+ years of TypeScriptProfessional since Mar 2024, freelance since Jan 2023Not met at an employer; met only if the employer counts freelance work
Work from an EMEA country where Pollen can hireNairobi, KenyaUnclear; the employer must confirm it can hire in Kenya
4 hours of overlap with 9:00–17:00 CETEAT (GMT+3)Met
Clear written EnglishEnglish, fluent, professional useMet

ATS searches use your latest job title. Her employer title, “Frontend Developer”, doesn’t contain “Frontend Engineer” and can’t be changed. Her freelance work is ongoing and its title is hers to set, so it is listed first as “Freelance Frontend Engineer”, an alternative in her facts, with “part-time” kept visible.

Pick a requirement to see the resume lines that answer it, or that none do.

  • On her resume:

    Built and maintained the customer dashboard of a payments web app in React and TypeScript.

  • On her resume:

    Frontend developer with 4+ years of professional experience with React, building web apps and a React Native mobile app for a payments company and a health-tech startup. TypeScript at work since Mar 2024 and in freelance projects since Jan 2023. Builds reusable React components documented in Storybook, improves page performance, and writes unit and end-to-end tests. Also runs a part-time freelance practice building Next.js websites for small businesses. Fluent in English, native Swahili speaker.

    Used TypeScript in all freelance projects.

    Built and maintained the customer dashboard of a payments web app in React and TypeScript.

  • On her resume:

    Built about 15 reusable React components, documented in Storybook.

    Frontend developer with 4+ years of professional experience with React, building web apps and a React Native mobile app for a payments company and a health-tech startup. TypeScript at work since Mar 2024 and in freelance projects since Jan 2023. Builds reusable React components documented in Storybook, improves page performance, and writes unit and end-to-end tests. Also runs a part-time freelance practice building Next.js websites for small businesses. Fluent in English, native Swahili speaker.

  • On her resume:

    Built about 15 reusable React components, documented in Storybook.

  • On her resume:

    Wrote unit tests with Jest and React Testing Library.

  • On her resume:

    Wrote Playwright end-to-end tests for the sign-up and payment flows.

    Testing & Tools: Jest, React Testing Library, Playwright, Lighthouse, Accessibility (WCAG 2.1 AA), Git, GitHub Actions, Vercel, Figma

  • On her resume:

    Improved dashboard load time by an estimated 20–30% (Lighthouse lab data) through code splitting and image optimization.

    Testing & Tools: Jest, React Testing Library, Playwright, Lighthouse, Accessibility (WCAG 2.1 AA), Git, GitHub Actions, Vercel, Figma

  • On her resume:

    Improved dashboard load time by an estimated 20–30% (Lighthouse lab data) through code splitting and image optimization.

  • On her resume:

    Testing & Tools: Jest, React Testing Library, Playwright, Lighthouse, Accessibility (WCAG 2.1 AA), Git, GitHub Actions, Vercel, Figma

    Fixed accessibility issues in an internal dashboard toward WCAG 2.1 AA (colour contrast, keyboard navigation, form labels).

  • On her resume:

    Mentored 1 intern for 3 months through code reviews and pair programming.

  • On her resume:

    Added endpoints to a Node.js/Express REST API backed by PostgreSQL, reviewed by the backend developer.

  • On her resume:

    Built 6 websites for small businesses with Next.js and Tailwind CSS.

  • On her resume:

    Built and maintained the customer dashboard of a payments web app in React and TypeScript.

  • Not on this resume. No fact supports it.

  • Not on this resume. No fact supports it.

Not on this resume. No fact supports it.

Jane Doe

Summary

Frontend developer with 4+ years of professional experience with React, building web apps and a React Native mobile app for a payments company and a health-tech startup. TypeScript at work since Mar 2024 and in freelance projects since Jan 2023. Builds reusable React components documented in Storybook, improves page performance, and writes unit and end-to-end tests. Also runs a part-time freelance practice building Next.js websites for small businesses. Fluent in English, native Swahili speaker.

Technical Skills

Languages: TypeScript, JavaScript (ES6+), HTML5, CSS3, SQL

Frontend: React, Next.js, React Native, Tailwind CSS, Storybook

Backend: Node.js, Express, REST APIs, PostgreSQL

Testing & Tools: Jest, React Testing Library, Playwright, Lighthouse, Accessibility (WCAG 2.1 AA), Git, GitHub Actions, Vercel, Figma

Spoken Languages: English (fluent), Swahili (native), French (basic)

Experience

Self-employed, Freelance Frontend Engineer (part-time)Jan 2023 – Present

  • Built 6 websites for small businesses with Next.js and Tailwind CSS.
  • Used TypeScript in all freelance projects.
  • Set up deployments on Vercel and basic analytics with Plausible.

Brightleaf Labs, Frontend DeveloperMar 2024 – Present

  • Built and maintained the customer dashboard of a payments web app in React and TypeScript.
  • Built about 15 reusable React components, documented in Storybook.
  • Wrote Playwright end-to-end tests for the sign-up and payment flows.
  • Improved dashboard load time by an estimated 20–30% (Lighthouse lab data) through code splitting and image optimization.
  • Helped migrate the checkout flow from JavaScript to TypeScript, working with two other developers.
  • Mentored 1 intern for 3 months through code reviews and pair programming.

Kijiji Health, Junior Web DeveloperJun 2022 – Feb 2024

  • Built React pages for the clinic admin portal.
  • Wrote unit tests with Jest and React Testing Library.
  • Added endpoints to a Node.js/Express REST API backed by PostgreSQL, reviewed by the backend developer.
  • Built a React Native appointment booking app with about 1,200 monthly active users (mid-2023).

Tano Systems, Software Engineering InternJun 2021 – Sep 2021

  • Fixed accessibility issues in an internal dashboard toward WCAG 2.1 AA (colour contrast, keyboard navigation, form labels).

Projects

Shamba Prices, side project2025

  • Built a chat assistant that answers crop price questions in English and Swahili, using the Claude API and a PostgreSQL database of market prices.
  • About 40 farmers used it during a 2-week pilot with a local cooperative.

Education

Kilima University, B.Sc. Computer Science, graduated Dec 2021. Second Class Honours (Upper Division).

Jane Doe and the Pollen Analytics job are fictional fixtures from the plugin’s repo. Codes like BL-5 are the IDs of facts in her facts.md. Contact lines and job locations are left out here, and the Written English requirement isn’t listed because nothing changed for it. Layout checks passed; this run wasn’t compiled to PDF, so the one-page check wasn’t run.

Install it

/plugin install uncooked --marketplace mofopeadegoke/uncooked

New to Claude Code? Start here