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BhekumusaEric/README.md

πŸ‘‹ Hi, I'm Bhekumusa Eric Ntshwenya

Typing SVG

GitHub followers LinkedIn Twitter Live Projects

πŸš€ About Me

I'm a passionate Automation Engineer and Full-Stack Developer specializing in web scraping, process automation, AI, and blockchain solutions. I build scalable platforms that solve real-world problems and have served 10,000+ users across multiple live applications.

  • πŸ”­ Currently building: Large-scale automation platforms serving thousands of users
  • 🌱 Expertise: Web scraping, process automation, AI/ML pipelines, blockchain development
  • πŸ‘― Looking to collaborate on: Automation projects, open-source initiatives, and innovative tech solutions
  • πŸ’¬ Ask me about: Python automation, web scraping, AI, blockchain, and scalable system architecture
  • πŸŽ“ Education: WeThinkCode_ Johannesburg | Achievement: 10,000+ users served through automation platforms

πŸ† Key Achievements

οΏ½ Metric πŸ“Š Value πŸš€ Impact
Users Served 100+ Automated university applications for South African students
Institutions Integrated 200+ Real-time data scraping from educational institutions
Success Rate 95% Application processing automation accuracy
Live Projects 5+ Production-ready applications with real users

πŸ’» Tech Stack

πŸ€– Automation & Web Scraping

Python Selenium BeautifulSoup Scrapy Puppeteer

🌐 Languages & Frameworks

TypeScript JavaScript Next.js React Node.js

πŸ”§ Backend & Database

Django Flask PostgreSQL Supabase Redis

πŸ€– AI & Machine Learning

TensorFlow PyTorch Scikit Learn OpenAI

⛓️ Blockchain & Web3

Ethereum Solidity Web3.js MetaMask

☁️ Cloud & DevOps

Vercel Azure Firebase Docker

🌟 Featured Projects

οΏ½ Live Production Applications

πŸŽ“ Apply4Me - 10,000+ Users Served

🌐 Live Application | πŸ“ Source Code

The flagship automation platform revolutionizing South African higher education applications through advanced web scraping and process automation.

πŸ”₯ Key Automation Features:

  • Web Scraping Engine: Automated data collection from 200+ educational institutions
  • Smart Application Processing: Auto-filled forms with 95% accuracy rate
  • Real-time Data Synchronization: Automated deadline and requirement updates
  • Automated Workflow Management: End-to-end application processing pipeline
  • Intelligent Notification System: Automated status tracking and alerts

πŸ“Š Impact Metrics:

  • βœ… 10,000+ students successfully served
  • βœ… 200+ institutions integrated via automation
  • βœ… 95% success rate in application processing
  • βœ… 24-hour processing for express applications

πŸ› οΈ Technologies: TypeScript, Next.js, Supabase, Python, Web Scraping APIs, Automated Testing


πŸ›‘οΈ SafeWayAI - AI-Powered Safety Automation

πŸ“ Source Code

Automated crime data analysis platform providing real-time danger detection and safe route recommendations.

πŸ€– Automation Capabilities:

  • Automated Crime Data Processing: Real-time data ingestion and analysis
  • AI-Powered Route Optimization: Automated safe path calculations
  • Incident Detection Automation: Real-time danger pattern recognition
  • Automated Alert Systems: Instant notifications for safety threats

πŸ› οΈ Technologies: Python, AI/ML, Google Maps API, Real-time Data Processing


πŸ“š Eduwize - Automated Learning Platform

πŸ“ Source Code

AI-powered educational platform with automated content recommendations and performance tracking.

🎯 Automation Features:

  • Automated Content Curation: AI-driven study material recommendations
  • Performance Analytics Automation: Real-time progress tracking and insights
  • Automated Assessment Generation: Dynamic quiz and test creation
  • Personalized Learning Paths: Automated curriculum adaptation

πŸ› οΈ Technologies: Django, Azure Cognitive Services, AI/ML, Automated Analytics


⛓️ CharityBlockchain - Automated Transparency Platform

πŸ“ Source Code

Blockchain platform with automated transaction processing and transparency tracking.

πŸ”— Automation Features:

  • Automated Smart Contract Execution: Self-executing donation workflows
  • Real-time Transaction Monitoring: Automated transparency reporting
  • Automated Compliance Checking: Built-in regulatory compliance automation
  • Automated Audit Trails: Complete transaction history automation

πŸ› οΈ Technologies: Solidity, Ethereum, Web3.js, Automated Smart Contracts


🏦 Smart Loan Approval Predictor - ML Automation

πŸ“ Source Code

Automated loan processing system with instant ML-powered approval predictions.

πŸ€– Automation Features:

  • Automated Risk Assessment: ML-powered creditworthiness analysis
  • Instant Decision Processing: Real-time approval/rejection automation
  • Automated Document Verification: AI-powered document validation
  • Automated Compliance Monitoring: Built-in regulatory compliance checks

πŸ› οΈ Technologies: Python, Machine Learning, Automated Decision Systems


🧠 NoahAI - Automated AI Assistant

πŸ“ Source Code

Personal AI assistant with automated natural language processing and task automation.

πŸ€– Automation Capabilities:

  • Automated Conversation Management: NLP-powered dialogue systems
  • Task Automation Engine: Intelligent task scheduling and execution
  • Automated Learning Adaptation: Self-improving response systems
  • Automated Context Understanding: Advanced conversation context management

πŸ› οΈ Technologies: Python, TensorFlow, NLP, Automated Learning Systems


πŸ€– Automation Expertise

πŸ”§ Core Automation Skills

Category Technologies & Tools Experience Level
Web Scraping Python, Selenium, BeautifulSoup, Scrapy, Puppeteer ⭐⭐⭐⭐⭐
Process Automation Workflow Design, API Integration, Task Scheduling ⭐⭐⭐⭐⭐
Data Pipeline Automation ETL Processes, Real-time Sync, Database Automation ⭐⭐⭐⭐⭐
AI/ML Automation Automated Model Training, Prediction Pipelines ⭐⭐⭐⭐⭐
Testing Automation Automated Testing, CI/CD, Quality Assurance ⭐⭐⭐⭐
Deployment Automation Docker, Vercel, Automated Deployments ⭐⭐⭐⭐

🎯 Automation Achievements

πŸ† 10,000+ Users Impacted through automated systems πŸ† 200+ Data Sources integrated via web scraping automation πŸ† 95% Accuracy Rate in automated processing systems πŸ† 24/7 Automated Operations across multiple platforms

πŸ“Š GitHub Stats

GitHub Stats Top Languages
GitHub Streak

πŸ† GitHub Trophies

GitHub Trophies

πŸ“« Connect With Me

🎯 Future Goals

  • πŸ€– Scale Automation Platforms: Expand Apply4Me to serve 50,000+ students across Africa
  • 🌍 Open Source Automation Tools: Contribute automation libraries and frameworks to the community
  • πŸš€ Enterprise Automation Solutions: Build large-scale automation systems for businesses
  • πŸ“š Automation Education: Create content and courses on web scraping and process automation
  • 🀝 Automation Community: Build a network of automation engineers and developers
  • πŸ”¬ AI-Powered Automation: Integrate advanced AI/ML into automation workflows
  • 🌐 Global Impact: Use automation to solve problems across emerging markets

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