Skip to content
View engineerzainabbas's full-sized avatar
  • Self Employed
  • Islamabad

Block or report engineerzainabbas

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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