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Ahmet Bilgiç

I'm a Software Developer at IFS with 5+ years of experience building enterprise applications with C#/.NET and Oracle PL/SQL. Alongside my engineering work, I build machine learning projects on Kaggle, write about data science on Medium, and turn ideas into working products by combining software, electronics, and 3D manufacturing.

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5+
Years Experience
17+
Repositories
10+
Kaggle Notebooks
3
Products

Selected Work

Professional & Kaggle Projects
Enterprise Software

IFS Software Development

I work as a Software Developer at IFS, focusing on enterprise applications. My responsibilities include UI development, complex data structures, and SQL-driven business logic, delivering performant and sustainable solutions.

Commercial Project
C# / .NET Oracle SQL PL/SQL
Kaggle Competition

Car Price Prediction

Performed EDA and preprocessing on a car price prediction problem. Built a LightGBM regression model and analyzed model performance and key price-driving features.

Python LightGBM EDA
Data Science

Heart Attack Prediction

A machine learning model designed to predict heart attack risk using clinical data, achieving high accuracy through thorough data cleaning and classification techniques.

Python Scikit-Learn Pandas
Machine Learning

Credit Card Fraud Detection

An anomaly detection system designed to handle highly imbalanced financial transaction data and identify rare fraudulent activities.

Anomaly Detection Python Statistics

Live Sites

Websites I Build & Run

Hesaplama Köşesi

A free collection of calculators for tax, finance, working life and everyday questions. Everything runs in the browser; the numbers you type never leave your device. (Turkish)

Araç Köşesi

A practical toolbox of file converters and unit converters. Nothing to install, and files are never uploaded to a server. (Turkish)

Oyun Köşesi

A portal of free games that run right in the browser — one click to play, no install and no sign-up. (Turkish)

Articles

Data Science & Software Writing by Ahmet Bilgiç

Claude Code Permissions Guide

allow/ask/deny rules, Bash/Read/Edit/WebFetch/MCP rule syntax, permission modes, wildcard pitfalls, extending with hooks and managed settings. (Turkish)

Claude Code Sandbox Guide

Running the Bash tool with filesystem and network isolation: /sandbox setup, auto-allow mode, allowWrite/denyRead, credential protection and limitations. (Turkish)

Claude Code Auto Mode Guide

The classifier-based permission mode: decision order, what's blocked/allowed by default, autoMode.environment, allow/soft_deny/hard_deny rules and limitations. (Turkish)

Claude Code Plugin & Marketplace Guide

Creating plugins, testing with --plugin-dir, plugin.json and directory structure, adding marketplaces, the official/community marketplaces and extraKnownMarketplaces. (Turkish)

Claude Code Checkpoint and /rewind Guide

Automatic checkpoints, the /rewind menu, restoring code/conversation, summarizing, limitations, and how it compares to /branch. (Turkish)

Claude Code on the Web Guide

--cloud, --teleport, cloud environments, auto-fix pull requests and Routines: the complete guide to running Claude Code in the cloud. (Turkish)

View All Articles

More articles by Ahmet Bilgiç on Medium.

The Lab

Engineering Interests

3D RC Car

A custom RC car with 3D-printed mechanical parts, self-written software, and self-designed electronics.

3D Manufacturing

I design and produce prototypes and practical home-use parts using Bambu Lab A1 and Ender 3 3D printers.

IoT Monitoring

ESP8266-based sensor nodes sending real-time climate data to a local Home Assistant server via MQTT.