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niloRoch/README.md

πŸŒ‘ Nilo Rocha

Typing SVG

Typing SVG

Website LinkedIn GitHub CV Email

Stack

Core Development

Python JavaScript TypeScript SQL

Data Science & Analytics

Pandas NumPy Scikit Learn Power BI Grafana

QA & Testing (learning)

Cypress Selenium Playwright

πŸ“Š GitHub Analytics

Activity Graph


About Me

πŸŒ‘ My Journey (click to expand)
class NiloRocha:
    def __init__(self):
        self.background = ["Agricultural Engineering", "Software Engineering", "Philosophy"]
        self.current_focus = ["Data Science", "QA Testing", "Python Automation"]
        self.philosophy = "Always exploring new technological frontiers"
    
    def transform_data_to_insights(self):
        return "Connecting dots between complex data and intelligent solutions"

I work at the intersection of complex data and intelligent solutions. I develop projects focused on Data Science, Power BI, predictive models and automation. Currently deepening my knowledge in software quality, with emphasis on automated testing, TDD practices and continuous validation.

πŸŒ‘ Current Roadmap (click to expand)
  • ⚑ QA fundamentals and testing methodologies
  • πŸŒ€ Cypress for E2E testing (in progress)
  • 🎭 Playwright for cross-browser automation
  • πŸ”¬ REST/GraphQL API testing
  • βš™οΈ CI/CD pipeline integration
  • πŸ“ˆ Data quality validation
  • πŸ€– Automation with N8N & Make

current_objectives = {
    "learning": {
        "qa_testing": "Automated testing in real production | Q3 2025",
        "automation": "n8n + generative AI for workflows + APIs | Workflow orchestration | Q3 2025",
        "refactoring": "Legacy projects with tests + logging"
    },
    "building": {
        "ai_agents": "LangChain + LLMs | Conversational AI automation | Q3 2025",
        "data_pipelines": "Docker & CI/CD | Automated delivery pipelines | Q4 2025",
        "portfolio": "Interactive project showcase"
    },
    "exploring": {
        "vector_dbs": "Semantic applications with embeddings | Q4 2025",
        "edge_ai": "Local AI for critical applications | Q4 2025",
        "web3": "Smart contracts for data | Q4 2025",
        "pinecone": "Vector databases for AI | Q4 2025"
    }
}
πŸŒ‘ Coding Soundtrack (click to expand)

"The soundtrack matters."


Playlist to Enter Flow State 🎧 Complete Playlist on Spotify

Spotify


πŸŒ‘ Random Facts (click to expand)
  • πŸ” I research agricultural data, airport security and predictive analysis

  • 🎧 Always listening to Post-punk, grunge, Bach, Bossa Nova, Lofi and instrumental psychedelia

  • 🧿 Fascinated by philosophy, applied psychology and generative AI

  • 🌱 I believe that agriculture + technology = sustainable future


πŸŒ‘ GitHub Languages Stats (click to expand)

Top Langs


πŸŒ‘ Dashboard Status | Real-time Systems (click to expand)

πŸ”΄ LIVE DASHBOARD
Dashboard

Music GIF

🎧 My Playlists

Spotify Badge

╔════════════════════════════════════════════════════════════╗

β˜• Coffee?

Website LinkedIn Email

β•šβ•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•β•


πŸŒ™ Available for:

  • Collaborative projects
  • Technical discussions
  • Genuine networking
  • QA/Data conversations

Footer

Nilo Rocha

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    🎯 Advanced LotofΓ‘cil prediction system using Machine Learning, Statistical Analysis, and Meta-Learning. Features ensemble methods, adaptive filters, and 60-100% improved accuracy over traditional a…

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    πŸ›‘οΈ AttritionGuard - Sistema de prediΓ§Γ£o inteligente para rotatividade de funcionΓ‘rios usando Machine Learning. Dashboard interativo com 87% de precisΓ£o, identificaΓ§Γ£o proativa de riscos e ROI de 35…

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