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about

Kryštof Francl.

Websites, integrations and AI automation. An analyst who writes the spec and then builds it.

IT Analyst · Systems Integration · AI Automation

Kryštof Francl, freelance IT analyst and developer based in Prague — portrait photograph.

I got my first computer at eight. My uncle had an electronics shop in Prague, so I had access to one before most of my classmates back in Horažďovice even knew what Windows was. I played games, but mostly I dug around the internet to see what I could find. That habit stuck.

At twelve I tried to mine Bitcoin. Downloaded the node, set up a wallet, then quit because I did not really understand what I was doing. Now I do. It does not bother me. I have always enjoyed watching things that look like science fiction right now and completely obvious in ten years. Gaussian splatting, vector databases, digital twins for small businesses. Stuff that sits quietly in the shadow of bigger noise. That is where I tend to look.

I have worked as an IT analyst for over six years. I translate between people who design processes and developers who write code. I take what the business side imagines and turn it into a specification that development can actually build from. Late last year I built a tool for my colleagues at Raiffeisenbank that took a chunk of manual work out of documenting API definitions — technically it is an MCP server for the AI assistant in the editor. Got a bonus for it. Now it is starting to connect with a project an external vendor is running there.

That is what I enjoy most: making something that genuinely saves people work.


I have been in Scouts for eighteen years, at the Prácheň troop near Šumava. Not because I never got around to leaving. They are just my people. Prague is home, Horažďovice is base.

I have a degree. But I value what I learned by jumping into things before I knew how they would turn out far more than any title on paper. AI does not feel like a threat to me. It is a tool. And people who know how to use tools will always be needed.

mostly
  • 01 Web development
  • 02 IT analysis
  • 03 Systems integration
  • 04 AI automation
  • 05 Requirements analysis
  • 06 Digital transformation
tools
  • 01 BitBucket
  • 02 GitHub
  • 03 Confluence
  • 04 JIRA
  • 05 VS Code
  • 06 Claude Code
  • 07 Photoshop
stack
  • 01 TypeScript
  • 02 Node.js
  • 03 Python
  • 04 LangChain
  • 05 MCP
  • 06 REST API
  • 07 UML
  • 08 Astro
  • 09 Cloudflare Workers
  • 10 Tailwind CSS
  • 11 Wrangler
  • 12 Biome
languages
  • Czech native speaker
  • English professional working
paperwork
  • Microsoft 365 Certified: Fundamentals
  • Photoshop
  • Advanced AI Applications
experience

What I have been through.

A structured view of where I have worked and what I did there. The full downloadable version is further down.

  1. January 2025 — present

    Integration Development Analyst Raiffeisenbank Czech Republic · Prague

    • Mapping legacy TIF integrations and designing the migration to a clean REST API — endpoint by endpoint, no big-bang
    • Writing REST interface specifications, UML and sequence diagrams for the new integration flows
    • Built several MCP tools automating API definition documentation and spec syntax checks — now used by most analysts in the integration team
    • Coordinating development, integration and external vendors across workshops with TIF-connected teams
    • The main tool is now embedded in the entire analysis department's workflow and is being connected to a new project delivered by an external vendor
    full entry
  2. September 2024 — January 2025

    IT Analyst Granton AI · Prague

    • Designed the AI pipeline for accounting assistant Billy — OCR, LLM extraction, accounting-rules check, ledger entry
    • Implemented Czech accounting logic so LLM outputs match the local legislation
    • Built the first user-facing UI for tracking documents in processing
    • Optimised LLM prompts — extraction accuracy went from ~60% to ~90%
    • Billy now serves several accounting firms in the Czech Republic
    full entry
  3. September 2022 — present

    Project Management Assistant STORAGE ENERGY EXPORT s.r.o. · Prague

    • Lead communication with the Chinese supplier of PV and battery storage, including in-person negotiations in China
    • Project planning — schedules, milestones, coordination across suppliers
    • Negotiation of commercial terms and tracking of delivery progress
    • Supporting the company's transition from biomass to renewable energy sources
    full entry
  4. May 2022 — August 2024

    IT Analyst MONETA Money Bank · Prague

    • Two years on the internal banking app for the branch network — one of the bank's most critical systems
    • Designed workflows on the in-house low-code platform UFO Framework (UML-based)
    • Specified API integrations across the bank — mortgages, KYC, credit cards, current and savings accounts, investments
    • Handled incident management — both technical diagnosis and keeping the room calm
    • Learned to read systems nobody wrote in one piece and nobody quite remembers
    full entry
  5. November 2021 — April 2022

    Junior Consultant manica s.r.o. · Prague

    • Consulting projects around SharePoint and Microsoft 365 for manica's corporate clients
    • Process analysis, solution design and on-site implementation
    • End-user training — working with what people actually use
    full entry
  6. January 2021 — October 2021

    IT Administrator UNIQA CZ · Prague

    • One of the bridges between AXA and UNIQA IT infrastructures during the merger
    • Run-the-bank operations — system maintenance, updates and monitoring
    • Cross-functional work with HR, compliance and the business to align standards
    • Rapid incident response while merging two large IT estates
    full entry
  7. October 2020 — January 2021

    Junior IT Administrator AXA · Prague

    • Prepared the IT infrastructure for the migration that later became the AXA + UNIQA merger
    • Run-the-bank operations and maintenance of internal systems at a large insurer
    • Identified overlaps and clashes between the two companies' systems
    full entry
  8. April 2020 — August 2020

    Junior System Administrator STORAGE ENERGY EXPORT s.r.o. · Hejná

    • Designed the internal network for the family company — device layout, protocols, topology
    • Delivery — physical install, configuration, access rules
    • Operations — monitoring, incident response, documentation
    full entry
  9. May 2017 — April 2020

    Webmaster STORAGE ENERGY EXPORT s.r.o. · Hejná

    • Design, development and content of the family company's website
    • Ongoing updates and SEO work
    • First site I ever shipped — still running today
    full entry
school

Where I studied.

  • 2022 — 2026
    VŠEM — University of Economics & Management, Prague
    Bachelor (Bc.) · Industry 4.0
    in progress
  • 2020 — 2022
    Unicorn University
    Bachelor (Bc.) · Software Development
  • 2016 — 2020
    Secondary Vocational School in Blatná
    Maturita (high-school diploma) · Informatics in Economics
work with me

Got a project that is not moving?.

Send me a few sentences about what you are solving. You get an answer within one working day — and if I am not the right person, I will say so straight away and ideally point you at who is.

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