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engineerzainabbas/README.md

Zain Abbas

AI & Machine Learning Engineer

LinkedIn Gmail GitHub Profile Views

🤖 Machine Learning  |  👁️ Computer Vision  |  🐍 Python  |  📊 Data Science

Final Year Computer Engineering Student — Islamabad, Pakistan 🇵🇰

👨‍💻 About Me

  • 🎓 Final Year Computer Engineering Student (Class of 2026)
  • 🤖 Specialized in Machine Learning, Deep Learning & Computer Vision
  • 👁️ Building real-world AI systems with YOLOv8, LSTM & MobileNetV2
  • 🖥️ Delivering interactive ML solutions via Streamlit dashboards
  • 💼 Ex Fiverr Level 1 Seller — AI/ML services for international clients
  • 📍 Based in Islamabad, Pakistan — available for remote freelance work
  • 📧 Reach me at engineerzainabbas@gmail.com

🎯 Core Skills

Domain Technologies
Machine Learning Scikit-learn · XGBoost · Random Forest · Regression · Classification
Deep Learning TensorFlow · Keras · CNN · LSTM · Transfer Learning · MobileNetV2
Computer Vision YOLOv8 · OpenCV · Object Detection · Image Classification
Data Science Pandas · NumPy · Matplotlib · Seaborn · EDA · Feature Engineering
Dashboards Streamlit · Plotly · Interactive ML Web Apps
Automation Python · Selenium · BeautifulSoup · Web Scraping

🚀 Featured Projects

👁️ Person Detection — YOLOv8

Real-time detection in images, video & live webcam

YOLOv8 OpenCV Python

mAP@0.5  →  0.525   (COCO benchmark)
Person   →  ~0.65   mAP
Speed    →  ~6ms    per image (CPU)

→ View Repository

😷 Face Mask Detection

Real-time compliance detection + Streamlit dashboard

MobileNetV2 TensorFlow Streamlit

Accuracy  →  ~97%   on test data
Mode      →  Images, Batch & Live Webcam
Dashboard →  Interactive Streamlit app

→ View Repository

📈 Stock Price Prediction — LSTM

Predict any stock worldwide with live Yahoo Finance data

LSTM yfinance Streamlit

TSLA  →  R²: 0.9131  |  MAE: $12.19
GOOGL →  R²: 0.8324  |  MAE: $6.16
Forecast  →  30-day future prediction

→ View Repository

🐱 Cat vs Dog Classifier

CNN & MobileNetV2 Transfer Learning on 10K images

CNN MobileNetV2 Keras

MobileNetV2  →  ~96–98% accuracy
Custom CNN   →  ~88–92% accuracy
Dataset      →  10,000 images

→ View Repository

📊 Customer Churn Prediction

4 ML models compared with full business insights

XGBoost Scikit

Best AUC   →  0.8438  (Gradient Boosting)
Accuracy   →  80.70%
Models     →  LR, RF, XGBoost, GradBoost

→ View Repository

🏠 House Price Prediction

California housing regression with 6 ML models

XGBoost RandomForest

Best R²    →  0.83  (XGBoost)
Features   →  4 engineered + original
Viz        →  Geographic price heatmap

→ View Repository

🛠️ Tech Stack

AI & Machine Learning

Python TensorFlow Keras Scikit-learn OpenCV PyTorch

Data & Visualization

Pandas NumPy Matplotlib Seaborn Streamlit

Tools & Platforms

Git GitHub VS Code Jupyter Google Colab

💼 Freelance Services

🟢 Currently available for remote freelance projects

Service Stack Starts At
🤖 Custom ML / DL Models TensorFlow · Scikit-learn · XGBoost $30
👁️ Object Detection (YOLOv8) YOLOv8 · OpenCV · Python $75
📈 Time Series Forecasting LSTM · Prophet · yfinance $50
📊 Data Analysis & EDA Pandas · Matplotlib · Seaborn $25
🐍 Python Automation Selenium · BeautifulSoup · Requests $20
🖥️ Streamlit ML Dashboard Streamlit · Plotly $50

📩 engineerzainabbas@gmail.com  |  LinkedIn

🎓 Education & Certifications
🎓 B.Sc. Computer Engineering 2022 – 2026
📜 Google Data Analytics Certificate — Google / Coursera
💼 Level 1 Seller — Fiverr (AI/ML Services) 2024

"The goal is to turn data into information, and information into insight."

Thanks

Popular repositories Loading

  1. person-detection-yolov8 person-detection-yolov8 Public

    Real-time Person Detection System using YOLOv8 detects persons in images, videos, and live webcam with bounding boxes and confidence scores.

    Jupyter Notebook

  2. engineerzainabbas engineerzainabbas Public

    Hi, I'm Zain Abbas — AI & Machine Learning Engineer | Computer Vision | Deep Learning | Python | UET Taxila 2026

  3. cat-vs-dog-classifier cat-vs-dog-classifier Public

    Binary image classifier using Custom CNN & MobileNetV2 Transfer Learning 96-98% accuracy on 10,000 images.

    Jupyter Notebook

  4. stock-price-lstm stock-price-lstm Public

    Predict any stock using Stacked LSTM with live Yahoo Finance data + Streamlit dashboard — TSLA R2: 0.9131.

    Jupyter Notebook