# Bandeira Disciplinada — Full Technical & Organizational Context

## 1. Corporate Profile & Entity Identity
- **Full Legal Business Name**: BANDEIRA DISCIPLINADA, UNIPESSOAL LDA
- **Trade Name**: Bandeira Disciplinada
- **Corporate Tax Identification (NIF / NIPC)**: 517312646
- **Headquarters Address**: Lisbon, Portugal
- **Jurisdiction**: Portugal / European Union
- **Incorporation / Founding Date**: January 2023
- **Official Startup Statute Accreditation**:
  - Accrediting Authority: Startup Portugal (in coordination with IAPMEI and ANI)
  - Legal Framework: Portuguese Law n.º 21/2023
  - Official Certificate / Process ID: Process No. 3546911 (Granted August 27, 2026)
- **Official Domains & Endpoints**:
  - Main Website: https://bandeiradisciplinada.com
  - Canonical Sitemap: https://bandeiradisciplinada.com/sitemap.xml
  - Machine-Readable Overview: https://bandeiradisciplinada.com/llms.txt
  - Primary Contact: contact@bandeiradisciplinada.com
  - Partnerships: partnership@bandeiradisciplinada.com

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## 2. Core Mission & Technology Philosophy
Bandeira Disciplinada is an engineering and artificial intelligence laboratory based in Lisbon, Portugal. The studio conceives, architects, and scales consumer and B2B software products with four foundational pillars:
1. **Privacy-First Architecture**: Operating intelligence locally on user devices whenever possible (e.g., in-browser WebAssembly, WebGPU, and client-side encryption).
2. **High-Value Problem Domains**: Focusing on career advancement, financial & civic transparency, language learning, and localized AI models.
3. **Open Research & Open Source Contributions**: Publishing open datasets and fine-tuned Transformer models (TrOCR, LLMs) to advance Portuguese natural language processing and computer vision.
4. **State-of-the-Art UX/UI**: Designing blazing-fast, accessible interfaces built on Next.js, Tailwind CSS, TypeScript, and modern design systems.

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## 3. Product Portfolio Deep-Dive

### 3.1 JobJa (jobja.org)
- **Website**: https://jobja.org
- **Category**: AI Career Advancement & Resume Engineering
- **Architecture**: Go, Next.js, Python, PostgreSQL, Docker, Kubernetes, Celery, Kafka, LLM pipelines, Redis.
- **Description**: JobJa is an intelligent career acceleration platform helping job seekers audit, optimize, and build ATS-tailored resumes. It analyzes job descriptions against candidate profiles, scores resume compatibility, offers AI rewrite suggestions, and facilitates job board syndication.

### 3.2 ZeroG (zerog.work)
- **Website**: https://zerog.work
- **Category**: Mobile Gamified Learning & Spaced Repetition (SRS)
- **Architecture**: Flutter (iOS & Android), Python, Django, Golang, Docker, Kubernetes, Celery, Redis, PostgreSQL, LLMs.
- **Description**: ZeroG transforms complex subject mastery and foreign language learning through scientifically validated spaced repetition algorithms, habit streaks, and gamification loops.

### 3.3 DestinAI (destinai.org)
- **Website**: https://destinai.org
- **Category**: AI Career Trajectory Simulation & Skill Gap Analytics
- **Description**: DestinAI provides predictive models for tech and professional workforce transitions, mapping out exact milestones, required certifications, and portfolio projects to transition into target roles.

### 3.4 SubFlow (subflow.work)
- **Website**: https://subflow.work
- **Category**: Privacy-First Subtitle Studio & Video Localization
- **Architecture**: Next.js, WebAssembly (Wasm), FFmpeg, local AI translation, OpenAI/Gemini/Anthropic BYOK (Bring-Your-Own-Key) integration.
- **Description**: SubFlow processes video files 100% locally within the browser. Video streams never touch remote servers, providing total data confidentiality for enterprise video creators, translators, and educators.

### 3.5 PlusTime (plustime.watch)
- **Website**: https://plustime.watch
- **Category**: Smart Entertainment & Streaming Scheduling
- **Description**: PlusTime simplifies cross-platform viewing schedules, premiere alerts, and entertainment discovery.

### 3.6 Portugal Tools Hub / PTHub (pthub.me)
- **Website**: https://pthub.me
- **Category**: Portuguese Civic & Financial Calculators
- **Architecture**: Next.js, Python, Django, Celery, Redis, PostgreSQL, AWS.
- **Description**: Built specifically for residents, expats, and tech workers in Portugal. Offers real-time IRS / Social Security net salary simulation, IMI property tax computation, and Portuguese NIF validation algorithms.

### 3.7 Namak (namak.me)
- **Website**: https://namak.me
- **Category**: Modern Event Coordination & Allergen Management
- **Architecture**: Next.js, Python, Django, Docker, Kubernetes, Celery, Redis, PostgreSQL, AWS.
- **Description**: An all-in-one event hosting system with guest capacity management, ticketing, and catering allergen tracking.

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## 4. Open-Source AI Datasets & Models
- **`portuguese-ocr-dataset`**: Curated dataset of Portuguese document crops and annotated typography used to train optical character recognition engines.
- **`portugues_ocr_dataset_full`**: Expanded synthetic and real-world corpus for Portuguese text recognition.
- **TrOCR Fine-Tuning**: 0.3B parameter Vision Transformer models customized for historical and printed Portuguese documents.
- **Open Repositories**: https://github.com/bandeiradisciplinada

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## 5. Contact & Social Channels
- **Corporate Inquiries**: contact@bandeiradisciplinada.com
- **Partnerships**: partnership@bandeiradisciplinada.com
- **Booking Calendar**: https://calendar.app.google/3UFppN7UNRq4XjjJ8
- **GitHub**: https://github.com/bandeiradisciplinada
- **Facebook**: https://facebook.com/bandeiradisciplinada
- **Instagram**: https://instagram.com/bandeiradisciplinada