<![CDATA[Stories by Divyansh Pandey on Medium]]> https://medium.com/@divyanshpandey0108?source=rss-38d28c23c319------2 https://cdn-images-1.medium.com/fit/c/150/150/1*VYsN8uqNukPPEcW9PbrZRg.jpeg Stories by Divyansh Pandey on Medium https://medium.com/@divyanshpandey0108?source=rss-38d28c23c319------2 Medium Mon, 11 May 2026 14:52:24 GMT <![CDATA[Implementing a GCN (Graph Convolutional Network) from Scratch]]>

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]]> https://medium.com/@divyanshpandey0108/implementing-a-gcn-graph-convolutional-network-from-scratch-863ebf25b56d?source=rss-38d28c23c319------2 https://medium.com/p/863ebf25b56d Wed, 08 Apr 2026 12:12:31 GMT 2026-04-08T12:12:49.340Z <![CDATA[Mechanistic Interpretability: From Memorization to Steering in GPT-2]]>

This project demonstrates how to artificially induce memorization in a small LLM like GPT-2 Small, localize the memory circuits using…

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]]> https://medium.com/@divyanshpandey0108/mechanistic-interpretability-from-memorization-to-steering-in-gpt-2-c1a2ffff4a72?source=rss-38d28c23c319------2 https://medium.com/p/c1a2ffff4a72 Thu, 26 Mar 2026 06:34:59 GMT 2026-03-26T06:35:16.108Z <![CDATA[Getting Started (in depth )with Local LLMs-and how to set them up]]>

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]]> https://medium.com/@divyanshpandey0108/getting-started-in-depth-with-local-llms-and-how-to-set-them-up-0a041e429642?source=rss-38d28c23c319------2 https://medium.com/p/0a041e429642 Fri, 20 Mar 2026 12:56:02 GMT 2026-03-20T12:56:24.900Z <![CDATA[RAGAS-Validated NL-to-SQL on Postgres — Final Chapter]]>

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]]> https://medium.com/@divyanshpandey0108/ragas-validated-nl-to-sql-on-postgres-final-chapter-a23710434e23?source=rss-38d28c23c319------2 https://medium.com/p/a23710434e23 Thu, 05 Mar 2026 07:39:37 GMT 2026-03-05T07:39:54.305Z <![CDATA[RAGAS‑Validated Natural Language Interface for SQL on Postgres — Day 2 Build Log​]]>

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]]> https://medium.com/@divyanshpandey0108/ragas-validated-natural-language-interface-for-sql-on-postgres-day-2-build-log-19b575792f9e?source=rss-38d28c23c319------2 https://medium.com/p/19b575792f9e Wed, 04 Mar 2026 06:58:06 GMT 2026-03-05T07:03:36.935Z <![CDATA[RAGAS‑Validated Natural Language Interface for SQL Queries on Postgres — Day 1 Build Log]]>

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]]> https://medium.com/@divyanshpandey0108/ragas-validated-natural-language-interface-for-sql-queries-on-postgres-day-1-build-log-e9380c4fc1c8?source=rss-38d28c23c319------2 https://medium.com/p/e9380c4fc1c8 Mon, 02 Mar 2026 14:16:54 GMT 2026-03-02T14:17:12.777Z <![CDATA[Where can you ACTUALLY contribute to ML/DS?]]>

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]]> https://medium.com/@divyanshpandey0108/where-can-you-actually-contribute-to-ml-ds-d3a860dc8370?source=rss-38d28c23c319------2 https://medium.com/p/d3a860dc8370 Sat, 21 Feb 2026 04:48:09 GMT 2026-02-21T04:48:26.131Z <![CDATA[Building a Real-Time Fraud Detection System: Monitoring (Part 6/6)]]>

The SRE Phase : From “It works” to “It’s healthy”.

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]]> https://medium.com/@divyanshpandey0108/building-a-real-time-fraud-detection-system-monitoring-part-6-6-54ee2c7950b0?source=rss-38d28c23c319------2 https://medium.com/p/54ee2c7950b0 Sat, 17 Jan 2026 05:55:43 GMT 2026-01-17T05:55:59.056Z <![CDATA[Building a Real-Time Fraud Detection System: Containerization (Part 5/6)]]>

Solving “It works on my machine” with Docker and uv.

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]]> https://medium.com/@divyanshpandey0108/building-a-real-time-fraud-detection-system-containerization-part-5-6-f0e91a3408da?source=rss-38d28c23c319------2 https://medium.com/p/f0e91a3408da Sat, 17 Jan 2026 05:43:41 GMT 2026-01-17T05:44:15.133Z <![CDATA[Building a Real-Time Fraud Detection System: Model Serving (Part 4/6)]]>

Serving XGBoost predictions in 5ms using FastAPI and Pydantic.

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]]> https://medium.com/@divyanshpandey0108/building-a-real-time-fraud-detection-system-model-serving-part-4-6-bf9937232a2d?source=rss-38d28c23c319------2 https://medium.com/p/bf9937232a2d Thu, 15 Jan 2026 14:30:30 GMT 2026-01-15T14:30:49.209Z