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Thomas Roche— Senior Full-Stack Engineer
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8+ YRS / SOFTWARE ENGINEERING / AI SYSTEMS

I build AI products from prototype to production.

Thomas Roche — Senior Full-Stack Engineer.

I design and ship AI-native SaaS, agentic workflows, APIs, and real-time systems with TypeScript, Node.js, React, and Python.Founder-level product judgment, hands-on engineering, and production ownership.

  • 30K MAU

    SaaS platform shipped & scaled

  • 0→1→EXIT

    Built and sold in five months

  • AI + SaaS

    From architecture to operations

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Portrait of Thomas Roche

01 / ENGINEERING WORK

Systems I've built and operated.

01

CreatorsJet logo

CreatorsJet

September 2023–Present

Architected and shipped a creator SaaS platform serving 30K monthly active users, with media-kit generation, roster operations, analytics, payments, and integrations.

  • / Full-stack delivery
  • / APIs & integrations
  • / Analytics
  • / Reliability
  • / Growth systems
30K MAU
Production SaaS
End-to-end ownership
Visit product

02

Muneo.ai logo

Muneo.ai

May 2026–Present

Built an AI study platform that turns PDFs, videos, and notes into grounded answers, summaries, quizzes, and flashcards.

RAG
AI application
0→1 engineering
Visit product

03

prss.it logo

prss.it

August 2025–December 2025

Engineered a SaaS platform for branded links, QR codes, and real-time marketing analytics, then took it from 0→1 to acquisition in five months.

Full-stack SaaS
Real-time analytics
Built & sold

Exit (sold)

04

Linkioo logo

Linkioo

January 2023–January 2025

Delivered a B2B platform connecting product authentication, digital product passports, supply-chain traceability, and post-purchase engagement.

B2B platform
Blockchain
Traceability
Visit product

Other work

  • Digital Twin

    Interactive system architecture with 3D navigation, simulated live telemetry, and infrastructure drill-downs.

    View sourceView live demo

  • Hashley

    Open-source DeFi agent engineered with Polygon Labs and AngelHack.

    View source

  • Private Museum

    A curated Web3 marketplace for digital art and collector experiences.

    Visit product

  • YouFindIt

    Real-estate matching platform with a custom recommendation algorithm and real-time chat.

    No public link

02 / ENGINEERING STACK

Broad enough to own the system.

A

Product engineering

Own user-facing systems end to end, from interface and API design through deployment and iteration.

  • TypeScript
  • JavaScript
  • React
  • Next.js
  • Node.js
  • Python

B

AI systems

Turn models into dependable product experiences with grounded retrieval, evaluation, and workflow design.

  • RAG pipelines
  • AI integrations
  • Agentic workflows
  • Model evaluation
  • Grounded generation
  • Automation

C

Backend & platform

Design APIs and production services around reliability, scale, clear boundaries, and maintainable operations.

  • API design
  • Real-time systems
  • MongoDB
  • Serverless APIs
  • Docker
  • CI/CD

D

Architecture & ownership

Make pragmatic technical decisions while keeping customer value, delivery speed, and business constraints in view.

  • System architecture
  • AWS / GCP / Azure
  • Reliability & scale
  • 0→1 delivery
  • Product analytics
  • Technical trade-offs

03 / EXPERIENCE

Engineering with ownership.

CreatorsJet

Co-founder — Product & Engineering

Sep 2023–Present

United States / Remote

Building and scaling a production SaaS platform used by 30K MAU across creator media kits, talent rosters, analytics, payments, and brand-partnership workflows.

  • Own architecture and full-stack delivery across user-facing workflows, APIs, and integrations.
  • Operate the product in production, improving reliability, analytics, activation, and monetization.
  • Translate customer problems into scoped systems and ship them through to measurable outcomes.
Full-stack engineering
Production SaaS
APIs
30K MAU
Visit CreatorsJet

RocheGrup Softwares

Senior Full-Stack Engineer / Solution Architect

Oct 2020–Present

Andorra / USA

Leading client-facing delivery across AI-native SaaS, agents, automation systems, and API platforms from architecture through production.

  • Design system architecture and lead hands-on 0→1 implementation of AI and SaaS products.
  • Build full-stack applications, APIs, integrations, and production automation workflows.
  • Turn ambiguous business needs into technical plans, trade-offs, and shipped software.
TypeScript
Node.js
Python
Solution architecture
Visit RocheGrup Softwares

Earlier experience

  1. prss.it

    Founder / Full-Stack Engineer / Aug–Dec 2025

    Built a marketing analytics SaaS from 0→1 and exited within five months.

  2. APP'INES

    Full-Stack Software Engineer / Aug 2020–Feb 2021

    Improved API performance, built ranked geolocation search, and strengthened CI/CD reliability.

  3. ALTEN

    Full-Stack Software Engineer / Sep 2018–Aug 2019

    Designed and delivered a Node.js and MongoDB operations platform for enterprise clients.

  4. BGE Sud-Ouest

    Software Engineer / Aug–Dec 2017

    Built business software for data capture, reporting, and decision-support workflows.

04 / EDUCATION

Computer science, with business context.

  • EPITECH

    Master's & Bachelor's, Computer Science

    Paris, France

    2016–2021

  • Université de Haute-Alsace

    Master's, Entrepreneurship & Innovation Management

    Paris, France

    2019–2021

  • Chung-Ang University

    Computer Science exchange program

    Seoul, South Korea

    2019–2020

CONTACT / SEOUL, SOUTH KOREA

Need an engineer who can own the messy middle?

I'm targeting senior and founding engineering roles at AI scale-ups where product judgment, technical depth, and shipping speed all matter.

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