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Inspired by Linear Algebra
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Inspired by Linear Algebra
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Achievements

Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

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poetabdullah/README.md

👋 Hi, I'm Abdullah Imran

🚀 Building AI-Powered Tools with Python, SQL & TensorFlow

🌟 About Me

  • 🌱 Currently exploring advanced Machine Learning & AI Deployment strategies
  • ⚡ Passionate about transforming raw data into scalable AI solutions
  • 🧑‍💻 Sharing models on Hugging Face
  • 📫 Reach me at abdullahimranarshad@gmail.com

⚡ Areas of Expertise

🔹 Machine Learning & AI — TensorFlow, Keras, Scikit-Learn, NLTK
🔹 Data Analysis & Visualization — Pandas, NumPy, Matplotlib, Seaborn, Tableau
🔹 SQL — Views, CTEs, Stored Procedures, Aggregates, Window Functions, Optimization
🔹 Feature Engineering & Model Optimization
🔹 Web Development — React, Django, JavaScript, HTML/CSS/Bootstrap, GCP, AWS, Firebase

🚀 Featured Projects

🔹 Theramind – AI-Powered Mental Health Platform

🧠 Built a React + Django full-stack web app with AI-driven moderation on a fine-tuned Gemini model.
✔️ Achieved 97% accuracy with SBERT + 1D-CNN models.
✔️ Integrated Firebase + REST APIs for role-based submissions and real-time validation.

🔹 Cross-Domain Data Analysis

📊 Processed 85,000+ records with SQL + Python for multi-domain insights.
✔️ Created Tableau dashboards analyzing COVID-19, housing trends & movies.
✔️ Highlighted global insights: 2.11% death rate, Europe’s highest mortality, US’s highest infection rates.

🔹 Paper Defect Detection & Classification

📷 Applied computer vision + ML on 1,500+ images for defect detection.
✔️ Achieved 99% accuracy with HOG, Canny edge detection & imbalanced learning strategies.
✔️ Improved detection by 8% via augmentation & SMOTE/RUS balancing.

🌐 Connect with Me

LinkedIn Twitter Gmail

💻 Tech Stack

🔹 Programming & Scripting

Python JavaScript Markdown

🔹 Machine Learning & AI

TensorFlow Keras PyTorch scikit-learn Scipy OpenCV

🔹 Data Analysis & Visualization

NumPy Pandas Matplotlib Plotly

🔹 Databases

MySQL SQLite

🔹 Web Development

React React Router React Hook Form React Query Vite TailwindCSS Bootstrap HTML5 CSS3

🔹 Backend & APIs

Django Flask FastAPI Gunicorn Nginx

🔹 Cloud & Deployment

Google Cloud AWS Firebase Cloudflare Heroku Netlify Vercel Docker

🔹 Tools & Others

Git GitHub Windows Terminal Canva

✍️ Random Dev Quote

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  1. theramind theramind Public

    A full-stack web platform providing end-to-end mental health support — from diagnosis and treatment planning to AI-powered chat, education, and meditation.

    Jupyter Notebook 2

  2. Paper-Defect-Detection-and-Classification Paper-Defect-Detection-and-Classification Public

    This project automates paper defect localization in industrial quality control using feature extraction and machine learning. Techniques include HOG, Gabor filters, Canny edge detection, and Wavele…

    1

  3. AuraClima AuraClima Public

    AuraClima — AI-powered emissions forecasting platform that analyzes climate and environmental data to predict greenhouse gas patterns. Built with deep learning and data science workflows, it suppor…

    Jupyter Notebook

  4. Airport-Database-Management-System Airport-Database-Management-System Public

    This project aims at building a general database through database administration practicing, utilizing the best possible principles to build a database system such as authorization, backup and reco…

    TSQL

  5. Cross-Domain-Data-Analysis-COVID-19-Housing-Movies Cross-Domain-Data-Analysis-COVID-19-Housing-Movies Public

    This is a data analysis project that grabs the data from various sources and cleans the data, transforms the data to look for patterns via data visualization.

    Jupyter Notebook

  6. Student-Engagement-Churn Student-Engagement-Churn Public

    This project aims to analyze churn of the students for Excelerate company using Data Analytics (EDA, Data Visualization, Hypothesis Testing), and AI models including Machine Learning and Deep Learn…

    Jupyter Notebook 1 1