Web, AI and tech · Curitiba, Brazil · since 2006

Ideas intoreal solutions.

Custom software, mobile apps, AI automation and systems that keep running. Solutions architecture and applied AI, with the person who writes the code — for companies in Brazil and abroad.

20
years in technology
100+
projects delivered
4.96
average rating across 65 reviews
2
AI products live

Who already trusts JBKR

Unilever — OMO LavanderiaKibon KicomboCAOA CheryUnimed ParanáEurobikeSimprotelCurso PositivoJNBIgniFlexForte FértilCompleta AdministradoraViva o CondomínioAbrapetiteBIQ Benefícios
01 — JBKR products

Two AI applications we build, run and sell

AironCore — Security firewall for AI and LLMsAI security

AironCore

Security firewall for AI and LLMs

A protection layer between people and your language models: per-application policies, defence against prompt injection and control over what goes in and out of AI conversations.

  • Input and output guardrails
  • Personal-data protection in conversations
  • Per-application policies and telemetry
Apicio — The virtual attendant that automates your delivery orders on WhatsAppWhatsApp automation

Apicio

The virtual attendant that automates your delivery orders on WhatsApp

Takes orders by voice or text, assembles them and sends them straight to the kitchen — without the team stopping to type. The order comes in on its own, formatted.

  • Orders by voice and text
  • Straight to the kitchen, formatted
  • The team goes back to the floor
02 — Selected work

AI to speed up diagnosis, apps for national brands, systems running for more than a decade

See all work
01
Applied AI · Healthcare2026

Clinical RAG with Docling and Presidio to speed up diagnosis

Healthcare institution (undisclosed)

A diagnosis-support assistant that answers clinical questions from the institution's own documents (reports, protocols and internal literature) with cited sources, and with patient data anonymized before any processing.

View case
02
Applied AI · Healthcare2025

Medical image classification with YOLO to speed up diagnosis

Healthcare institution (undisclosed)

A YOLO-based image classification system that prioritizes and pre-classifies exams for the diagnostic team, highlighting regions of interest and reducing triage time, with human validation on every case.

View case
03
Mobile app2023

Medical Emergencies App

99.9% WebRTC call connection rate (founder's estimate)

View case
04
Mobile app2021–2022

OMO Lavanderia app (Passa Fácil)

Unilever Brazil

5 consecutive projects for Unilever Brazil

View case
05
Custom software2024

Luminacalc — lighting-projects intranet platform

Lighting engineering company

~40% workflow efficiency gain (founder's estimate)

View case
06
Legacy systems · e-invoicing2024

Legate — Delphi invoicing migration to Brazil's national NFS-e standard

Services company (undisclosed)

0 days of invoicing downtime during the migration

View case
07
Web development2022

Kibon Combo (Kicombo)

Unilever Brazil — Kibon

Kibon Kicombo web platform built for Unilever Brazil, aligned with the brand identity, with technical support afterwards and a responsive structure prepared for the campaign audience.

View case
03 — What we do

Eight fronts, one team: build what is missing and run what already exists

AI automation

RAG, computer vision, agents and internal copilots — with guardrails, governance and telemetry.

  • Chatbots with RAG and hybrid search
  • Image classification with YOLO
  • Agents with LangGraph and MCP

Custom software

Systems, ERPs, intranets and MVPs built for your process, with the code handed to you.

  • Angular, Node.js, PHP, Java and .NET
  • Fixed-scope MVPs
  • Intranets and internal portals

Mobile apps

Android and iOS from a single codebase, with back end, payments, push and store publishing.

  • Ionic, React Native and Flutter
  • API, database and notifications
  • Google Play and App Store

Websites & e-commerce

Websites, portals and stores that load fast and show up on Google and in AI assistants.

  • WordPress, WooCommerce and Magento
  • Angular and SharePoint
  • Technical SEO and Merchant Center

Integrations & government compliance

Does your system already issue IBS and CBS? Tax reform, e-invoices, LGPD, gov.br, banks and ERPs compliant and talking to each other.

  • Tax reform: IBS, CBS and split payment
  • NF-e, NFC-e and national NFS-e
  • LGPD, gov.br, Pix and Mercado Pago

Legacy modernization

Two-week assessment and step-by-step modernization of PHP, Java, .NET, ASP and COBOL.

  • AI-assisted documentation, human review
  • Modernize in place or by module
  • Functional equivalence validated

Application support

Production systems with a published SLA: same-business-day response, critical fix within 24 hours.

  • Monitoring and fixes
  • Care and Expert plans
  • Systems from any origin

Cloud & infrastructure

From migration to operations on Google Cloud, AWS and Azure, Linux and Windows servers.

  • Migration without a rewrite
  • Backups, HTTPS and monitoring
  • Workspace and Microsoft 365
04 — The JBKR Method

From problem to continuous operation, with scope and success metrics defined before any code is written

  1. Discovery

    1–2 weeks

    We map the problem, the systems involved and the data available — starting from the free 30-minute assessment.

    You get: Scope, success metrics and an honest estimate

  2. Proof of concept

    2–4 weeks

    We build the smallest version that proves the value — one workflow, one integration, one model on your real data — before any large commitment.

    You get: Working prototype with your real data

  3. Production

    scope-dependent

    We evolve the proof of concept into production with security, tests and telemetry. Nothing ships without a measurable quality bar.

    You get: System live, documented and monitored

  4. Continuous operation

    monthly plans

    Ongoing support under the monthly plans: monitoring, data-driven improvements and fast response when something changes.

    You get: Continuous evolution with same-business-day response

05 — Who is accountable for the work

Solutions architecture and applied AI, with 20 years of engineering behind it

Jean C Becker

Jean C Becker

Senior Solutions Architect | AI & Machine Learning Specialist

Jean designs and ships AI solutions — RAG, computer vision, agents, LLMOps and model security — on top of two decades building web, mobile and integration systems that are still running. He founded JBKR in 2006, created AironCore and Apicio, and personally coordinates every project: the person who runs the assessment is the person who writes the code.

RAGLangGraphYOLODoclingPresidioLLMOpsVector DBsPrompt engineeringGuardrailsEvals
  • Senior solutions architect and AI & machine learning specialist
  • Creator of AironCore (AI firewall) and Apicio (WhatsApp attendant)
  • AI solutions to accelerate diagnosis in healthcare (YOLO, RAG)
  • Apps for Unilever (OMO, Kibon), telemedicine with WebRTC, marketplaces
  • ERP with e-invoicing and bank integration maintained since 2009

For larger projects, JBKR brings in specialists on demand for the technology at hand — technical coordination always stays with the founder.

06 — Results you can verify
4.96/5average rating across 65 client reviews
18clients hired more than once
HEROhighest level on the Workana platform
5consecutive projects for Unilever Brazil

Workana ranking: #8 among 14.69 million professionals · Source: public Workana profile — check it yourself ↗

07 — Testimonials

What clients say

Real reviews published on Workana, with name, service and approximate year

Marcelo R.

Website standardization for Meta and Google · 2024
Project completed successfully with every need met, excellent professional, I recommend him.

Antonio F.

Dashboard for a PHP system · 2024
I would like to express my gratitude for the excellent services provided by Jean. His work is of high quality, showing attention to detail and dedication.

Software Shaman

Telemedicine app (iOS, Ionic) · 2023
He worked very responsibly and fast. A quality professional!

Francielly

Payment integration in .NET Core and Angular · 2022
Fast, assertive, great service, the work flowed very well. We will continue with new demands :) Thank you

GVR

Android and iOS sales app (React Native) · 2020
Excellent professional! At times he was ahead of me in development while I was still delivering documentation and business rules. He was patient with Apple's bureaucratic processes and helped at every step.

Nanci J.

Eurobike app fix · 2021
The developer is fast and committed to quality.

Anderson C.

CodeIgniter and Ionic system — ongoing project · 2019
Exceptional professional. Very attentive in service and to the details of the project.

Rubens B.

Ionic app completion and publishing · 2018
Read full testimonial
Simply perfect! I was very lucky to choose him for the job. Very intelligent, understands the requirements very easily, and executes with precision and speed. If you are building an app, have him on your team. He was very fair with the price and completely honest in assessing his own work. On his own initiative he even did more than was needed, because he later judged that what I had paid was a lot for the job. Fair, patient, good-natured, intelligent, competent and very, very professional. I highly recommend him! There may be someone just as good, but better — I find that hard to believe.

Rodolfo P.

Ionic 2 app completion · 2018
Dedicated developer, made corrections as many times as needed until the expected result, good communication, I will do business again.

Diego G.

SharePoint Online workflow · 2017
Straight to the point, objective in his work. He delivered exactly what I needed with no headache. And best of all: immediately!

Zé C.

WordPress — repeat client · 2016
Extremely professional, with smart solutions for WordPress. Adapted the layout, built a dynamic form, fixed menu navigation and created extremely useful custom fields. He knows a lot!

Rodrigo B.

Java server migration to the cloud · 2016
Excellent professional. I recommend him. He always served us with great punctuality and professionalism.
08 — Plans

Support plans

Published prices. Fixed-scope projects get a written proposal after the free assessment.

Prices reviewed on

On-Demand

from R$ 250/hour
  • 1 hour
  • 1 domain
  • PHP systems
  • Business-hours support
  • Minimum billing of 1 hour per request
Request a proposal

Expert

from R$ 2,050/month
  • 10 non-cumulative hours per month
  • Unlimited domains
  • All programming languages
  • 24/7 support
  • Minimum billing of 1 hour per request
  • 20% discount on annual contracts
Request a proposal

Shall we turn your idea into a real solution?

Describe the problem in three paragraphs and get an honest answer the same business day.

The first step is a free 30-minute assessment — no strings attached.

We reply the same business day.