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From idea to product.

I turn ideas into working systems by combining software, electronics, and 3D manufacturing.

5+
Years Experience
17+
Repositories
10+
Kaggle Notebooks
1
Product

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.

View on Kaggle
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.

View on Kaggle
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.

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Anomaly Detection Python Statistics

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.