on Translucent Computing
Workflow Engine -- Data Pipeline
Explains foundational workflow and data pipeline concepts including DAGs, and introduces Apache Airflow as a mature workflow manager for cloud-native environments.
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Articles on building things — cloud platforms, AI agents, data pipelines, mobile apps, and the occasional robotic arm.
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2021
2020
on Translucent Computing
What is Kubernetes, and Why are My Cloud Costs So High?! -- Part 1
Demystifying Kubernetes and understanding why cloud costs spiral when running containerized workloads without proper resource management.
on Translucent Computing
Text-To-Speech Example
Demonstrates audio generation for blog content using text-to-speech technology with Python and Jupyter Notebook.
on Translucent Computing
Bimodal Helm Charts
Explores bimodal IT management approaches applied to Helm chart configurations for Kubernetes deployments.
on Translucent Computing
Performance Waveform Generator Starter Notebook
Starter notebook demonstrating sine wave generation with noise, using pandas for data processing and spectrogram visualization in Python.
on Translucent Computing
Using SymPy to Build ECG Model
Applies computational mathematics using SymPy for symbolic, numerical, and graphical approaches to building an ECG model.
on Translucent Computing
SymPy and ECG Notebook
Companion Jupyter notebook for the SymPy ECG model post, providing runnable code for electrocardiogram modeling.
on Translucent Computing
Optimizing code with pandas and NumPy
Discusses SciPy framework optimization techniques for data science using pandas and NumPy for improved performance.