Blog

Thoughts on engineering, data science, and systems architecture.

Welcome to My Blog

First post on my new personal website. A brief introduction to what I'll be writing about.

A practical guide to converting, optimizing, and deploying TensorFlow models on edge devices like Raspberry Pi using TFLite.

How to build and tune LSTM models for time series prediction, with lessons learned from real-world sensor data projects.

A deep dive into approximate nearest neighbor search, comparing FAISS and HNSW for building scalable vector search systems.

How to configure hybrid graphics (NVIDIA + Intel/AMD) on Linux without losing your sanity. Covers PRIME, envycontrol, and power management.

Techniques for GPR signal processing, filtering, and visualization using MATLAB, based on real geophysical survey data.

After years of using both MATLAB and Python for data analysis, here's my honest assessment of where each excels and where each falls short.

Practical advice for containerizing machine learning workflows — from multi-stage builds to GPU passthrough and reproducible environments.

Practical bash scripting patterns and best practices that make your scripts more robust, readable, and maintainable.

Why Turkish is uniquely challenging for NLP systems, and practical approaches to handling its agglutinative morphology.

Practical techniques for optimizing Linux systems — from kernel parameters and I/O schedulers to memory management and process tuning.