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Towards Data Science - Medium
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Latest posts
Last updated about 1 hour ago
Why Your ML Model Works in Training But Fails in Production
about 1 hour ago
Hard lessons from building production ML systems where data leaks, defaults lie...
How to Maximize Claude Code Effectiveness
about 3 hours ago
Learn how to get the most out of agentic coding The post...
How AI Can Become Your Personal Language Tutor
about 22 hours ago
How I used n8n to build AI study partners for learning Mandarin...
Why 90% Accuracy in Text-to-SQL is 100% Useless
about 24 hours ago
The eternal promise of self-service analytics The post Why 90% Accuracy in...
When Does Adding Fancy RAG Features Work?
1 day ago
Looking at the performance of different pipelines The post When Does Adding...
Optimizing Data Transfer in Batched AI/ML Inference Workloads
1 day ago
A deep dive on data transfer bottlenecks, their identification, and their resolution...
Automatic Prompt Optimization for Multimodal Vision Agents: A Self-Driving Car Example
2 days ago
Walkthrough using open-source prompt optimization algorithms in Python to improve the accuracy...
How to Leverage Slash Commands to Code Effectively
2 days ago
Learn how I utilize slash commands to be a more efficient engineer...
Federated Learning, Part 1: The Basics of Training Models Where the Data Lives
3 days ago
Understanding the foundations of federated learning The post Federated Learning, Part 1...
Beyond the Flat Table: Building an Enterprise-Grade Financial Model in Power BI
3 days ago
A step-by-step journey through data transformation, star schema modeling, and DAX variance...
How LLMs Handle Infinite Context With Finite Memory
4 days ago
Achieving infinite context with 114× less memory The post How LLMs Handle...
Data Science Spotlight: Selected Problems from Advent of Code 2025
4 days ago
Hands-on walkthroughs of problems and solution approaches that power real‑world data science...