---
title: "Akash Jain (@akashjain0802) | Hashnode"
description: "Akash Jain (@akashjain0802) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@akashjain0802"
---

@akashjain0802

# Akash Jain

@akashjain0802 · Joined July 2024

### [Data Virtualisation: Reshaping How Enterprises Access Data](https://blog.akashja.in/data-virtualisation-reshaping-how-enterprises-access-data?utm_source=hashnode&utm_medium=feed)

Tired of stale data and brittle ETL pipelines? Data virtualisation offers a smarter way to access, govern, and serve enterprise data in real time.

17 min read · [blog.akashja.in](https://blog.akashja.in/data-virtualisation-reshaping-how-enterprises-access-data?utm_source=hashnode&utm_medium=feed)

[Apr 12](https://hashnode.com/posts/data-virtualisation-reshaping-how-enterprises-access-data/69dbe74faadf1107e2196329)

### [Would you let the LLM take the wheel?](https://blog.akashja.in/would-you-let-the-llm-take-the-wheel?utm_source=hashnode&utm_medium=feed)

Building AI agents means choosing between control and creativity. See how user vs LLM orchestration changes how AI systems reason.

6 min read · [blog.akashja.in](https://blog.akashja.in/would-you-let-the-llm-take-the-wheel?utm_source=hashnode&utm_medium=feed)

[Oct 9, 2025](https://hashnode.com/posts/would-you-let-the-llm-take-the-wheel/68e775e9a2920428ab806396)

### [Graph RAG: Beyond Vector Search in Retrieval-Augmented Generation](https://blog.akashja.in/graph-rag-beyond-vector-search-in-retrieval-augmented-generation?utm_source=hashnode&utm_medium=feed)

A hands-on comparison of Graph RAG and Vector RAG, their trade-offs, and the power of hybrid approaches.

6 min read · [blog.akashja.in](https://blog.akashja.in/graph-rag-beyond-vector-search-in-retrieval-augmented-generation?utm_source=hashnode&utm_medium=feed)

[Sep 29, 2025](https://hashnode.com/posts/graph-rag-beyond-vector-search-in-retrieval-augmented-generation/68da280cf7075d9a01628038)

### [From ActiveMQ to Kafka: My Journey to Understanding Why We Still Need Queues (KIP-932)](https://blog.akashja.in/from-activemq-to-kafka-my-journey-to-understanding-why-we-still-need-queues-kip-932?utm_source=hashnode&utm_medium=feed)

Discover the roles of Kafka and queue semantics in messaging systems with insights on KIP-932 without getting nerdy

4 min read · [blog.akashja.in](https://blog.akashja.in/from-activemq-to-kafka-my-journey-to-understanding-why-we-still-need-queues-kip-932?utm_source=hashnode&utm_medium=feed)

[Jun 30, 2025](https://hashnode.com/posts/from-activemq-to-kafka-my-journey-to-understanding-why-we-still-need-queues-kip-932/686279060101ea29381c2b4b)

### [Write -> Audit -> Publish (WAP) pattern with Iceberg](https://blog.akashja.in/write-audit-publish-wap-pattern-with-iceberg?utm_source=hashnode&utm_medium=feed)

The WAP Pattern: Ditching Hive's Headaches for Iceberg's Easy Branches

8 min read · [blog.akashja.in](https://blog.akashja.in/write-audit-publish-wap-pattern-with-iceberg?utm_source=hashnode&utm_medium=feed)

[Jun 1, 2025](https://hashnode.com/posts/write-audit-publish-wap-pattern-with-iceberg/683c9987f557a5abd59dc8b6)