ENGINEERING PORTFOLIOJournal2026ENJA
AI · LLM READMELast updated: 2026-05-31

A machine-readable summary of Kohta Kouchi.

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One-line summary

Kohta Kouchi is a Tokyo-based COO, product manager and full-stack software engineer who works across the overlap of law, engineering and design — building products end to end, currently focused on AI / GEO and FinTech.

§ 01AI · LLM README

Identity

Name
Kohta Kouchi
Also known as
河内 光太
Role
COO · PdM · Software Engineer
Location
Tokyo
Status
Final-year law student at Gakushuin University. COO at QueryLift; Frontend Engineer / Designer at Noahloy. Open to product & design-engineering work.
Languages
Japanese (native) · English
Email
kohta.kochi@noahlogy.com
Website
https://2026-kohta-portfolio.vercel.app
§ 02PROFILE — Who is Kohta?

Profile

It's not that I'm so smart, it's just that I stay with problems longer.

I'm a final-year law student at Gakushuin, but pretty much everything I know about building, I taught myself. I'm into AI and FinTech, digging into copyright and payment-services law on the side — and honestly, law and engineering feel worlds apart until you find the spots where they overlap, which is where it gets fun. I've shipped as a full-stack engineer for a handful of companies, and the stuff I've put out on my own has been used by 10,000+ people all in. At Simple I ran a full replatform of their core service and built new products from scratch; at Mercari's FinTech arm, Mercoin, I worked as a PdM on new currency launches. Design, front-end, product — I can take a thing the whole way on my own. That's kind of my whole deal.

These days I'm COO at QueryLift, a company I started with a friend, building an LLM-powered analytics tool for the GEO era — making sure brands worth knowing actually show up when generative AI does the searching. The throughline for me has always been the same: there's no limit on being useful with tech, and the goal's to build things that quietly change what people take for granted. Off the clock, it's all music — I DJ at clubs and make videos. Same instinct, different medium: figure out how it works, then make something people feel.

Why I love making things

Give me a laptop and I can turn most of what's in my head into something real — and honestly, that's been the engine behind everything since I was a kid. Engineering just happens to be the medium that carries the act of making the furthest: write a little code, and a world exactly as you pictured it stands up on the screen, ready for someone else to walk into. I'm not the fastest in the room, and I'm not the flashiest. What I do have is a kind of stubbornness — I tend to stay with a problem long after most people have set it down, turning it over and over until it finally gives. Curiosity, mostly. I just really want to know how things work.

That same itch spills over into the rest of my life. Cameras, video, the late nights I spend DJing in clubs — on paper they look like a different person's hobbies, but the wiring underneath is identical: figure out how a thing actually ticks, then build something a real person can feel. What I care about in the end isn't the technology itself; it's whoever's on the other side of it, and whether the thing I made quietly earned a place in their day. I'd take making one piece of work that genuinely moves somebody over ten that merely function. That, more than any stack or title, is the part of me I'd want you to know.

§ 03Career

Career history

  1. Noahloy Inc.2026.05 — Present · Tokyo
    Frontend Engineer / Designer

    At a company driving DX in the shipbuilding industry, leading the frontend replacement, design, design-system development and corporate branding.

  2. QueryLift Inc.2025.02 — Present · Tokyo / Hybrid
    Director / COO (Full-stack · Designer · PdM)

    A startup founded with a friend. Building an LLM-powered analytics tool that helps valuable brands stay correctly visible in the age of GEO (generative engine optimisation). With the mission of "conveying the right information the right way," I work across frontend development, design and product management.

  3. Mercari (Mercoin)2025.03 — 2025.05 · Tokyo / Hybrid
    Engineer / PdM (Intern)

    Joined the FinTech division Mercoin as a Product Manager. Owned the full launch flow for a new currency — defining how it was presented to customers, designing and developing the landing page, and shipping the release.

  4. Media Aid Inc.2024.07 — 2025.04 · Tokyo / On-site
    New Business Development (Contract)

    Worked on two new business initiatives in parallel, including a new social platform. Handled industry research, competitive analysis, interviews and documentation — my first step from engineering toward the PdM and business side.

  5. Simple Inc.2023.01 — 2024.08 · Tokyo / On-site
    Frontend Engineer (Intern → Full-time)

    Worked across three main projects. For a full replacement of the core service, I rebuilt a job-change information site from Laravel / Vue.js to TypeScript / Next.js / TailwindCSS / Go / AWS, owning everything from Figma design to implementation. For a new product, I developed a mobile app aimed at reducing early resignations end to end — requirements, interviews, design and implementation (Figma / React Native). I also customised and optimised the in-house Salesforce / CMS using Apex.

  6. Google Developers Group Tokyo2023.12 — Present · Tokyo
    Organizing Staff

    Helping run a technical community and organise its events.

  7. REGAL CORE Inc.2022.09 — 2023.10 · Tokyo / On-site
    Frontend Engineer (Intern)

    Renewed the corporate site and maintained / improved the core service. Covered a wide range — requirement gathering, wireframes and design in Figma, coding (JavaScript / React), database management for the in-house service (regex maintenance / Go), and even shooting internal videos (DaVinci Resolve).

  8. Gakushuin University, Faculty of Law2022.04 — 2026.03 · Tokyo
    Expected to graduate

    Enrolled drawn by the versatility of combining law and engineering. Recently, out of an interest in FinTech, studying the Payment Services Act, the Financial Instruments and Exchange Act, and civil law.

§ 04Toolbox

Skills & tools

01. Frontend

  • Next.js13 – 15Led Simple's core-service replatform from Laravel/Vue.js to Next.js — my default stack since, at QueryLift, Mercoin and Noahloy.
  • React17 – 19Front-end daily driver since REGAL CORE — component architecture, hooks and design-system work across every role.
  • TypeScript4.5 – 5.xStandardised the codebase on TS during the Simple migration; typed end-to-end ever since.
  • Tailwind CSSv3 / v4Built and maintained design systems with it at Simple and Noahloy — tokens through component library.

02. Backend

  • Ruststable (2021 ed.)Performance-sensitive backend and tooling work.
  • Node.js18 – 22 LTSAPI and tooling layer behind the front-end apps.
  • Go1.21+Built the Simple replatform backend and maintained REGAL CORE's in-house service DB layer in Go.

03. Infrastructure

  • AWSHosting and deploy for the Simple replatform — front-end through delivery.
  • DockerContainerised local and CI environments across projects.
  • Terraform1.xInfrastructure-as-code for cloud provisioning.
  • CI/CDGitHub ActionsBuild, test and deploy pipelines.

04. Other

  • PostgreSQL14 – 16Primary relational store for production apps.
  • MongoDB6.xDocument store for flexible-schema features.
  • Redis7.xCaching and session layer.
  • GitVersion control and team workflow on every project.
  • FigmaDesign-to-implementation handoff I own end to end — from Simple to Mercoin's LP to Noahloy's design system.

05. Mobile

  • React Native0.7xBuilt Simple's early-resignation-reduction mobile app end to end — requirements, interviews, design and implementation.

06. Analytics & Media

  • Google AnalyticsGA4Measurement for QueryLift's GEO analytics and the Mercoin launch LP.
  • Search ConsoleSearch-visibility monitoring, central to QueryLift's GEO work.
  • Tag ManagerTag and event management for analytics across launches.
  • DaVinci Resolve18 / 19Shot and edited REGAL CORE's internal videos; also my off-the-clock video work.
§ 05Highlights

Highlights

  • Shipped several personal web services (10,000+ users in total).
  • Technical support for multiple companies through full-stack work.
  • Operating as an FDE (Forward Deployed Engineer) — embedding with customers to turn problems into shipped solutions.
  • A distinct perspective from balancing law and engineering.
  • Hands-on management and business-development experience at a startup.
§ 06Personal work & portfolio

Selected work

Reginavi

2023.10
Role: Solo · Design & Development

A festival app for Gakushuin University that centralises event information and improves the visitor experience.

Reginavi started from a simple frustration: every year the Gakushuin festival scattered its schedule, maps and booth information across flyers and a handful of group chats. I wanted one place that just told you what was happening, and where.

Built with Next.js and TypeScript as a mobile-first web app, it pulled the event information into a single timeline and map so visitors could plan their day without hunting around. The constraint that shaped everything was the crowd — it had to load fast on packed campus Wi-Fi and make sense at a glance while you were walking.

Enter

2022.09
Role: Founder · Full-stack

An engineering community for university students — a platform for exchange, knowledge sharing and events.

Enter was an attempt to give student engineers the room I wished I'd had earlier: a place to show what you're building, share what you've learned, and find people to make things with.

Beyond the platform itself, a lot of the work was community design — figuring out how events, knowledge sharing and casual exchange could reinforce each other instead of competing for the same attention.

UFES 2024 — Spring

2024.01 — 2024.04
Role: Organiser

Planned and ran an engineering event for university students, creating a space for technical exchange.

UFES 2024 (Spring) was a student-engineering event I planned and ran end to end — from the concept and the program down to the operations on the day.

The goal was a low-friction space for technical exchange: enough structure to spark conversation, enough slack for the unplanned hallway-track moments that usually turn out to be the best part.

§ 07Journal

Journal

§ 08FAQ

FAQ

What are you looking for right now?

Product work and design-engineering roles where I can own a thing end to end — from the problem and the design through to shipped code.

I'm most useful where front-end, design and product overlap, especially in AI or FinTech contexts. Small, ambitious teams suit me best.

Are you available for freelance work?

Sometimes. I take on a limited number of small, interesting projects alongside my main work at QueryLift and Noahloy.

If the scope is sharp and the problem is fun, email me and we'll see if it fits.

Engineer, designer or PdM — which one are you?

All three, depending on what the work needs. My core is front-end engineering, but I can take something from Figma design through implementation, and I've run product as a PdM at Mercoin and QueryLift.

The point of doing all three isn't to be a generalist — it's to remove handoffs. One person carrying the whole thing ships faster and keeps the intent intact.

Why law and engineering?

I went into law drawn by how widely it combines with building things — and I was right. A statute is a spec with edge cases; the same precision serves both.

In FinTech especially, that overlap is exactly where the interesting, defensible work lives.

What's your stack?

Day to day: TypeScript, Next.js, React and Tailwind on the front end; Go and Node on the back; AWS for delivery. Figma for design.

I'm not precious about tools, though. The stack serves the product, not the other way around.

How do I reach you?

Email is fastest — it's just below in the colophon. I read everything, even if a reply takes a day or two.

§ 09Colophon

Contact

Open to product work, design-engineering roles and the occasional small, strange project. The fastest way to reach me is email.

§ 10Index

Site map

  • Homehttps://2026-kohta-portfolio.vercel.app/

    Profile, career, skills, selected work, FAQ and contact — the full portfolio.

  • Selected workhttps://2026-kohta-portfolio.vercel.app/works

    Personal projects built end to end, from design to deployment.

  • Journalhttps://2026-kohta-portfolio.vercel.app/blogs

    Notes on engineering, design and building products.

  • AI · LLM README (this page)https://2026-kohta-portfolio.vercel.app/ai

    Machine-readable summary of everything on this site.

§ 11Colophon

Colophon & technical

Built with Next.js (App Router) and TypeScript, bilingual (English / 日本語) with hreflang alternates. Structured data (schema.org Person, WebSite, BreadcrumbList and FAQPage) is embedded as JSON-LD on this page. The same content is mirrored at /ja/ai in Japanese.

Set in Newsreader & Departure Mono · Built with Next.js · Tokyo, 2026

Set in Newsreader & Departure Mono · Built with Next.js · Tokyo, 2026