https://github.com/ibnu-umer/ibnu-umer

Last synced: 4 days ago
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Host: GitHub
URL: https://github.com/ibnu-umer/ibnu-umer
Owner: ibnu-umer
Created: 2025-08-27T20:11:17.000Z (10 months ago)
Default Branch: main
Last Pushed: 2025-10-19T08:13:53.000Z (8 months ago)
Last Synced: 2025-10-19T19:40:36.262Z (8 months ago)
Size: 11.7 KB
Stars: 0
Watchers: 0
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

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README

# Hi, I’m Muhammad Riyas 👋
AI/ML Engineer · Python Developer · Learning C++ · Web Interfaces with HTML/CSS

Building practical AI/ML & CV tools in Python, deepening C++, and crafting intuitive web interfaces.

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## 📌 About Me

- Building practical **AI/ML** & **Computer Vision** tools (Python)
- Currently deepening **C++** for performance-critical programming
- Comfortable with **HTML/CSS** for web interfaces
- Focused on **clean code, reproducible experiments, and clear documentation**
- Open to collaboration on **applied ML, CV utilities, and analytics dashboards**

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## 🚀 Projects

### 💾 [Finance Parser](https://github.com/ibnu-umer/gpay-parser) *(CLI Tool)*
Command-line tool to extract structured transaction data from bank statement PDFs. Converts messy PDF exports into clean CSV/JSON for easy tracking and analysis.

**Stack**: Python · pdfplumber · pandas · camelot

**Scope**: PDF parsing, transaction normalization, CSV/JSON export, CLI packaging

### 📝 [Bubble-sheet Evaluator](https://github.com/ibnu-umer/bubble-sheet-evaluator) *(OpenCV, offline)*
Automatically evaluates MCQ answer sheets with CV. Detects QR codes, reads filled bubbles, and exports CSV + annotated images.
**Stack:** Python · OpenCV · NumPy
**Scope:** QR detection, contour-based bubble detection, CSV results, annotated output

### 🛡️ [Credit Card Fraud Detection](https://github.com/ibnu-umer/credit-card-fraud-detection) *(XGBoost)*
Fraud detection with real-world anonymized data: preprocessing, model training, metrics, and saved models.
**Stack:** Python · XGBoost · scikit-learn · pandas
**Scope:** Imbalance handling, evaluation (ROC-AUC, PR), model persistence

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## 🛠️ Tech Stack

### 🌐 Languages

Python
C++
JavaScript
HTML5
CSS3

### 📚 Frameworks & Libraries

Django
OpenCV
NumPy
Pandas
Scikit-learn
TensorFlow

### 🛠️ Tools

Git
GitHub
VS Code
Jupyter

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## 📊 GitHub Stats

GitHub Streak
Top Langs
GitHub Stats

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## 📅 Now / Next

- 🚀 Building the **Money Tracker MVP** → categories, charts, CSV import/export
- 📚 Advancing in **C++** → performance-critical & systems-level programming
- 🛠️ Improving proficiency in **Git, GitHub, VS Code, Jupyter**, and related dev tools

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## 🔗 Connect