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Aryanto, M.Si · Real-Time Feature Stores: Architecture, Consistency, and Production Patterns
A production-focused technical deep-dive from 9+ years of hands-on data science experience.
feature-stores 10 min read
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Real-world ML architecture. Actionable code. Zero fluff.
This blog features practical engineering insights drawn from nearly a decade of building and deploying machine learning systems across 10+ industries. From optimizing recommendation engines and NLP pipelines to structuring robust MLOps lifecycles, every post delivers proven design patterns, architectural decisions, and the exact strategies needed to take models from local sandboxes to production scale.
"Algorithms are crude. Computers are machines. Data science is trying to make digital sense of an analog world. And AI is the output."
44 articles published
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Aryanto, M.Si · Production RAG Pipelines: Building Retrieval-Augmented Generation That Actually Works
A production-focused technical deep-dive from 9+ years of hands-on data science experience.
rag 10 min read
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Aryanto, M.Si · ML Monitoring and Drift Detection: Keeping Production Models Honest
A production-focused technical deep-dive from 9+ years of hands-on data science experience.
monitoring 10 min read
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Aryanto, M.Si · CI/CD for Machine Learning: Data Validation, Model Testing, and Automated Deployment
A production-focused technical deep-dive from 9+ years of hands-on data science experience.
cicd 10 min read
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Aryanto, M.Si · Machine Learning on Google BigQuery ML: SQL-First Models at Warehouse Scale
A production-focused technical deep-dive from 9+ years of hands-on data science experience.
gcp 10 min read
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Aryanto, M.Si · Geospatial Analysis for Industrial Applications: A Production Guide with Python
A deep technical guide to geospatial analysis for industrial applications — GDAL, rasterio, PostGIS, coordinate systems, spatial indexing, and tile processing at scale.
geospatial 10 min read
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