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Shahroz657/README.md

πŸ‘‹ Hi, I'm Muhammad Shahroz

πŸŽ“ Mechanical Engineer & AI/ML Enthusiast | πŸ€– Problem-Solver | Tech Innovator


🌟 About Me

I am a passionate professional with a strong foundation in AI/ML. I love programming, and computational research. I have experience in applying machine learning models to real-world challenges. I thrive at the intersection of technology and innovation.


πŸ’‘ What I Do

  • AI/ML Development:
    • Building and fine-tuning machine learning models to derive insights and enable data-driven decisions.
    • Expertise in Python-based frameworks like TensorFlow and Scikit-learn.
  • Language Model Trainer:
    • Evaluating and optimizing large language models (LLMs) using Reinforcement Learning from Human Feedback (RLHF).
    • Focused on improving AI systems for accuracy, reasoning, and user-centric interactions.

🎯 Key Highlights

  • Machine Learning Expertise:

    • Developed predictive models for analyzing two decades of environmental data using tools like ARIMA, SARIMAX, and XGBoost.
    • Implemented logistic regression models for real-world applications such as fall detection systems for the elderly.
  • Technical Leadership:

    • Designed and implemented automation solutions, leveraging APIs and Python to streamline workflows.
    • Conducted simulations using cutting-edge tools like Ansys.
  • Professional Development:

    • Selected for the MIT Emerging Talent Certificate Program (2024-25) for computer and data science.
    • Aspire Leaders’ Program Fellow (Harvard Business School) – Leadership and skill development.
    • Millennium Fellowship – Global project leadership aligned with UN SDGs.

πŸ› οΈ Technical Skills

  • Programming:
    • Python (TensorFlow, Scikit-learn, Jupyter)
    • APIs and automation
    • MATLAB, Arduino IDE
  • Data Analysis:
    • Machine learning pipelines
    • Predictive modeling
  • Tools & Software:
    • SolidWorks, Ansys
    • Microsoft Office Suite
    • Git/GitHub
  • Certifications:
    • Machine Learning Specialization (Stanford Online)
    • Mathematics for Machine Learning Specialization (Imperial College London)
    • Crash Course on Python (Google)
    • SolidWorks Fundamentals (Edx)

πŸ† Achievements

  • Selected for the MIT Emerging Talent Program (2024-25).
  • Published innovative research on machine learning models and composite materials.
  • Recipient of multiple fellowship opportunities for leadership and technology innovation.

πŸš€ Projects

  1. AI-Powered Air Quality Prediction
    Built ML models (ARIMA, SARIMAX, XGBoost) for forecasting pollutant concentrations.

  2. Fall Alert System
    Designed a smartphone-based ML system using logistic regression to enhance safety.

  3. Automation with Digital Twins
    Streamlined mechanical system designs through Python-powered real-time monitoring.

  4. CFD Simulations & Data Analysis
    Delivered precise simulations and insights for complex systems using Ansys.


πŸ“« Get in Touch


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