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AJSTYLE-lab/README.md

Hi, I'm Muhammad Ahmed Javed 👋

🚀 Data Scientist | Machine Learning Engineer 📍 Lahore, Pakistan

I am a results-driven Data Scientist with 2+ years of hands-on experience in data analysis, machine learning, deep learning, and natural language processing (NLP). I enjoy building end-to-end data solutions, from data collection and preprocessing to model training, evaluation, and deployment.

A strong part of my background comes from research-oriented academic and industry projects, with a focus on applying machine learning to real-world problems.


🔧 Technical Skills

Programming & Databases

  • Python, MySQL

Data Analysis & Visualization

  • Pandas, NumPy, Plotly, Matplotlib, Seaborn, Tableau

Machine Learning & AI

  • Scikit-learn, TensorFlow
  • NLP, Computer Vision, Predictive Analytics

Data Engineering

  • Data Preprocessing & Wrangling
  • Feature Engineering
  • ETL Pipelines

Platforms & Tools

  • VS Code, Git, GitHub
  • SQL Server Management Studio, MySQL Workbench
  • Microsoft SQL Server
  • Hugging Face

Statistics

  • Hypothesis Testing
  • A/B Testing
  • Descriptive & Inferential Statistics

🧠 Experience Highlights

Machine Learning Engineer — Omdena (Remote | Freelance)

  • Built scalable data pipelines for data collection, preprocessing, and model deployment
  • Optimized ML models achieving 90%+ accuracy
  • Collaborated with global ML teams, improving model efficiency by 20%
  • Coordinated agile workflows to improve team productivity

Project Engineer — Data Science (Academic Projects)

  • Led teams of 2–5 members on multiple data science projects
  • Designed ML and DL solutions for NLP, computer vision, and analytics
  • Maintained 99% on-time project delivery rate

📂 Featured Projects

📝 Abstractive Text Summarization (Transformers)

  • Fine-tuned T5, BART, and PEGASUS models
  • Implemented encoder–decoder architectures with beam search
  • T5-base achieved lowest perplexity and highest ROUGE scores

🦟 Mosquito Surveillance System

  • Image annotation using Roboflow
  • YOLO-based object detection with custom ML workflow
  • Integrated relational database and LLM for natural language queries

🌍 Urban Green Space Mapping (Remote Sensing)

  • Sentinel-2 imagery analysis for Frankfurt, Germany
  • Annotation and preprocessing using QGIS
  • Assisted in U-Net-based segmentation framework

🌫️ Air Quality Monitoring & Prediction

  • Data extraction using Selenium & Google Earth Engine
  • Built interactive dashboards with Dash & Plotly
  • Compared ML and DL models using accuracy, recall, and precision

🎓 Certifications

  • Google Advanced Data Analytics Professional
  • Foundations of Data Science — Google
  • The Power of Statistics — Google
  • Machine Learning Foundations — Coursera
  • SQL (Intermediate) — HackerRank

🌐 Languages

  • Urdu: Native
  • English: Full Professional Proficiency
  • German: Limited Working Proficiency

📫 Connect With Me

📌 Always open to collaboration on data science, machine learning, and AI-driven projects.

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