Machine Learning

Amplify the Expert: A Philosophy for Building Enterprise RAG

Amplify the Expert: A Philosophy for Building Enterprise RAG

of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question parsing, retrieval, and…
How to Ace Data and ML Behavioral Interviews

How to Ace Data and ML Behavioral Interviews

the conversations were stupid. I thought they would be a walk in the park because who wouldn't want to hire…
Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory

Vector RAG Isn’t Enough — I Built a Context Graph Layer for Multi-Agent Memory

I wasn’t trying to build a new memory architecture. I was trying to understand why one agent kept forgetting decisions…
The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark

The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark

a question that keeps coming up in payments work: can an LLM agent replace a gradient-boosted scorer on the synchronous…
Ngale Komugqa Oqondile: Ukukhetha Phakathi Kwe-OLS, Imibandela Yokusebenzisana, kanye Nokwehliswa Kwe-Tweedie

Ngale Komugqa Oqondile: Ukukhetha Phakathi Kwe-OLS, Imibandela Yokusebenzisana, kanye Nokwehliswa Kwe-Tweedie

imodeli yokufunda yomshini yokubikezela ukuthi ingakanani imali amakhasimende azoyisebenzisa kunkundla ye-e-commerce onyakeni olandelayo. Umsebenzi ibhizinisi lesayensi yedatha njengenjwayelo: layisha idatha,…
Google Finance Updates: New app, portfolios

Google Finance Updates: New app, portfolios

Investing is complicated, but staying informed doesn't have to be. Starting this week, the new Google Finance is coming out…
3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal

3 Agents. 3 LLMs. 1 Aging GPU: Engineering Parallel Inference on Bare Metal

agents using three different LLMs. You have one ancient GPU and you are too poor to upgrade. You need to…
Letting an LLM Pick the Right RAG Page: The Arbiter Pattern at the End of Retrieval

Letting an LLM Pick the Right RAG Page: The Arbiter Pattern at the End of Retrieval

of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question parsing, retrieval, and…
One Month Into Public Learning Data Engineer: Here's What I Didn't Write

One Month Into Public Learning Data Engineer: Here's What I Didn't Write

I went to someone on LinkedIn I'd never met, asking what he thought was the best way to do data…
How to Build a Credit Grid From an Asset Amortization Model

How to Build a Credit Grid From an Asset Amortization Model

All code used in this article is available on GitHub. The business logic and modeling functions are available in src/selection…
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