👋 Hi, welcome!

I'm Tales Vieira — a Full-Stack / Solutions Engineer focused on building scalable, AI-enabled systems for regulated and data-intensive environments.

I bring a unique background combining software engineering, data science, and compliance-driven problem solving, with hands-on experience designing platforms that require auditability, integrity, and real-world reliability.

Languages

• TypeScript · JavaScript · Python · SQL

Frameworks & Platforms

• React · Next.js · Node.js · Docker · Supabase · Vercel · n8n

Focus Areas

• Full-Stack Development
• AI & Applied Machine Learning
• Automation & Integrations
• Data Integrity & Compliance-Aware Systems

A curated selection of applied engineering projects, including private and institutional systems, where I designed and implemented end-to-end solutions for complex, regulated environments.

⚠️ Note: Some projects are not publicly available due to data sensitivity and compliance constraints.

Computer Vision · NLP · Applied AI

• Automated extraction, classification, and analysis of structured and unstructured documents
• Pipelines combining OCR, computer vision, and NLP models
• Designed for investigative, compliance, and audit-sensitive workflows

Python · Computer Vision · Machine Learning

• Multi-face recognition pipeline with accuracy above 90%
• Scalable processing of large image datasets
• Focus on validation, data integrity, and real-world applicability

Backend · Automation · Data Integrity

• Development of systems and tooling for evidence integrity, audit logs, and traceability
• Automation of forensic and compliance workflows
• Emphasis on reproducibility, chain-of-custody, and secure data handling

React · Node.js · Supabase

• Authentication, role-based access control, dashboards, and reporting
• Designed for environments requiring auditability and controlled access
• Focus on scalability and operational reliability

Data Science · Dashboards · Applied Analytics

• Design of analytical pipelines and dashboards for operational decision-making
• Transformation of raw data into actionable insights
• Applied to public safety and compliance-driven contexts

I actively contribute to the global open-source ecosystem, with a focus on scalability, usability, and community adoption.

Top #2 Trending Repository on GitHub (Global)
🔗 Repository: https://github.com/f/awesome-chatgpt-prompts (ajuste se o repo for outro)

• Authored and integrated a comprehensive Use Cases framework to clarify real-world applications of the project across multiple audiences:

  • Developers: code review, debugging, refactoring, documentation
  • Content Creators: writing, SEO, multi-language content
  • Designers & No-Code Builders: rapid prototyping, UI/UX, components
  • Researchers & Analysts: data analysis, literature review, reporting
  • Teams & Organizations: onboarding, standardization, knowledge bases

• Designed and implemented a full Contributing Guide, including:

  • Step-by-step contribution workflow
  • Quality standards and best practices
  • Pull Request template to ensure consistency
  • Community engagement and collaboration guidelines

Impact

• Significantly improved project onboarding and discoverability
• Lowered contribution barriers for a community of 30k+ users
• Helped bridge the gap between raw AI prompt collections and practical, real-world adoption

Skills Applied

• Technical Leadership
• System & Documentation Architecture
• Open Source Governance
• Community-Driven Development

• LinkedIn: https://www.linkedin.com/in/peritotales
• Email: talesgvieira@gmail.com

• Full-Stack / Backend Engineering roles
• Solutions & Platform Engineering
• AI-enabled systems and automation
• Open-source collaborations
• Remote-first teams (US / EU / Global)

Let’s build reliable systems for complex problems.