Boids Simulation
Hello, I'm
Alperen Gülünay.
AI Engineer in Digital Transformation.
Leveraging machine learning and artificial intelligence skills to deliver innovative solutions for complex problems. I'm passionate about improving processes and supporting strategic decision-making with data-driven insights.
About Me
I’m Alperen, a computer engineering graduate working in the fields of artificial intelligence and data science. Currently, I focus on SCM and production planning optimization at a large-scale manufacturing company. In my projects, I don’t just design algorithms; I also develop backends and frequently take on business analysis responsibilities as part of the company culture. In this versatile role, I enjoy turning algorithms into concrete business solutions that drive efficiency and cost reduction. At the same time, I experiment with LLMs for internal knowledge-sharing and expert systems, pushing them in different directions until they help us solve our challenges. Leveraging my data science expertise, I also generate machine learning–driven insights. While my job description might seem a bit broad, I truly enjoy handling all these responsibilities.
My passion for technology goes beyond work; in my free time, I like to explore game development, algorithm design, and creative projects. I also participate in Kaggle competitions, where I challenge myself with diverse datasets and problem types, improving my skills in a competitive environment. Balancing my analytical and creative sides is what keeps me motivated to generate fresh ideas.
In the short term, my goal is to take part in large-scale AI engineering projects. In the long run, I aspire to launch my own venture and develop technologies that make a real difference in people’s lives.
GDZ Datathon 10th Place Submission (2024)
Outage risk classification and forecast pipeline using Random Forest and AutoGluon.
Neural Network from Scratch (2024)
I built basic neural network just numpy & math (without Tensorflow or Pytorch)
Adaptive Panorama Segmentation (2023)
Converts narrow-angle video into stitched, masked truck panoramas—no extra cameras required.
Turkish Music Genre Classification (2022)
CNN-based system that classifies 2-second mel-spectrograms into 10 Turkish music genres.
Database Engine (2022)
A lightweight, disk-backed database engine using an optimized B+ Tree algorithm with sibling-aware insertions and persistent file-based indexing.
Technical Skills & Specializations
Comprehensive technical capabilities for AI-driven solutions
Get in Touch
I'm always open to discussing new projects, creative ideas, or opportunities to be part of an ambitious vision. Feel free to reach out.