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SUMAIRDERO62/README.md

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Hi πŸ‘‹, I'm Sumair Ahmed Dero

AI Student β€’ Machine Learning Engineer β€’ Computer Vision & Intelligent Applications

GitHub LinkedIn Portfolio

I build practical AI systems, experiment with intelligent applications, and turn ideas into useful softwareβ€”from data and models to APIs, dashboards, testing, and deployment.

πŸš€ About Me

  • πŸŽ“ Pursuing a BS in Artificial Intelligence at the University of Sindh and preparing to enter my final year
  • πŸ€– Focused on Machine Learning, Deep Learning, Computer Vision, NLP, and Generative AI
  • πŸ’Ό Previously worked as a Machine Learning Intern at R-Technologies
  • 🧠 Building AI-powered tools, analytics dashboards, intelligent assistants, and production-minded applications
  • ☁️ Learning Microsoft Azure, MLOps, cloud deployment, and scalable AI systems
  • πŸ§ͺ Interested in explainable AI, automation, model evaluation, and responsible technology
  • 🀝 Open to internships, collaboration, research discussions, freelance work, and meaningful technical projects

🧭 Professional Snapshot

Area Focus
Machine Learning Model development, evaluation, feature engineering, and practical deployment
Computer Vision Detection, tracking, recognition, and real-time vision applications
NLP & GenAI Information extraction, research assistants, RAG, sentiment, and conversational systems
Software Engineering APIs, dashboards, databases, testing, documentation, and maintainable architecture

πŸ”­ Currently Working On

  • Developing practical AI and machine-learning applications
  • Improving model reliability, evaluation, explainability, and deployment workflows
  • Exploring Azure services for AI applications and cloud-based software
  • Building clean, tested, and documented projects that solve real problems

πŸ† Selected Strengths

  • Building complete projects from idea and data to model, interface, testing, and deployment
  • Turning experiments into clear, documented, and usable software
  • Working across AI research, backend APIs, dashboards, automation, and full-stack applications
  • Exploring responsible AI, explainability, evaluation, and reliable engineering practices

πŸ› οΈ Tech Stack

Programming & Web Development

Python JavaScript TypeScript SQL React Node.js Express.js FastAPI Streamlit HTML5 CSS3

AI, Machine Learning & Data

PyTorch TensorFlow Scikit-learn OpenCV YOLO Pandas NumPy Matplotlib Jupyter Hugging Face

Databases, Cloud & Tools

PostgreSQL SQLite Microsoft Azure Docker Git GitHub Actions Linux VS Code

🌟 Featured Projects

Project Description
πŸ€– AI-Powered Resume Builder Constraint-aware AI generation for creating structured and useful resumes.
πŸš— Real-Time Vehicle Detection YOLOv8-based vehicle detection, tracking, and unique counting with Streamlit.
🟒 Face Recognition Attendance Face recognition, SQLite persistence, duplicate prevention, and automated testing.
πŸ’¬ Memory Chat AI Conversational AI with memory, personas, streaming, and token-budget management.
πŸ“š Studyforge AI Full-stack learning platform with authentication, quizzes, and AI assistance.
πŸ” AI Code Review Bot AST-based code analysis, quality scoring, dead-code detection, and HTML reports.
πŸŽ™οΈ Speech Emotion Recognition CNN-LSTM-based audio emotion recognition using deep learning.
🧠 Autonomous AI Research Agent Research workflow that searches, reads, verifies, and cites sources in generated reports.

πŸ‘‰ Explore all repositories

πŸ“Š GitHub Statistics

GitHub statistics Top languages

GitHub streak

🎯 Goals

  • Graduate as a strong, practical AI engineer and researcher
  • Build reliable, production-oriented AI applications
  • Improve MLOps, cloud architecture, APIs, and deployment skills
  • Explore explainable and responsible AI
  • Contribute to open source and collaborate with developers worldwide
  • Share practical knowledge through projects, documentation, and technical discussions

🀝 Open to

Internships, final-year project collaboration, research discussions, freelance AI work, open-source contributions, and meaningful technical projects.

πŸ“š Current Learning Direction

  • Azure AI services, MLOps, model monitoring, and cloud deployment
  • Better evaluation, testing, documentation, and reproducibility for AI systems
  • Research-oriented workflows for NLP, computer vision, and generative AI

🀝 Let's Connect

LinkedIn Portfolio Email

Learning deeply β€’ Building practically β€’ Growing continuously

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    HireLens AI is an AI-powered resume evaluation system that analyzes CVs like a professional recruiter. It provides structured scoring, ATS compatibility analysis, keyword optimization, and actionab…

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  2. Real-business-intelligence-application Real-business-intelligence-application Public

    Interactive Sales Analytics Dashboard built with Python, Streamlit, Pandas, and Plotly for business intelligence, KPI tracking, revenue analysis, and data visualization.

    Python 1

  3. Personal-Finance-Manager Personal-Finance-Manager Public

    A production-ready Personal Finance Manager built with Python, SQLAlchemy, and Pandas. Track income, expenses, budgets, savings goals, and generate financial reports through a clean command-line in…

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    Interactive COVID-19 analytics dashboard built with Streamlit, Plotly, and the disease.sh API, featuring live data, offline fallback, country comparisons, vaccination analysis, and automated testing.

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  5. Real-Time-Stock-Price-Tracker Real-Time-Stock-Price-Tracker Public

    Professional Real-Time Stock Market Dashboard built with Python, Streamlit, Plotly, Pandas & Yahoo Finance featuring live stock tracking, candlestick charts, RSI analysis, moving averages, portfoli…

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