MARUTHI
PRITHIVIRAJAN
Building at the intersection of data, graphs, and AI. Currently crafting Typeless.io and exploring the Graph Multiverse.
Latest Writing
Technical deep-dives on data, graphs, and building
Context: Yours & Theirs (Part 4)
The Future of Context: From Agents to Collective Memory 1. Introduction: Beyond Individual Context The story of context so far has been about one-to-one interactions: you and an AI, trying to stay ali...
Context: Yours & Theirs (Part 3)
Designing Context-First AI Applications 1. Introduction: Why Context-First is a Design Choice, Not a Feature When most people talk about AI applications today, they focus on the model: Which LLM are y...
Context: Yours & Theirs (Part 2)
Bridging Human and Machine Contexts In Part 1, we explored how humans and large language models (LLMs) experience context differently. Humans carry context like a living thread, weaving together past ...
Context: Yours & TheirsâââPart 1
Context: Yours & Theirs (Part 1) How Humans and Language Models Understand Conversations Differently Introduction: The Hidden Thread in Every Conversation Ask someone if whales are endangered, and the...
360-Degree Customer View Using Knowledge Graphs and RAG
Connecting the Dots: A Comprehensive Approach to Unified Customer Data The Ever-Changing Customer Data Landscape Modern businesses sit on a goldmine of customer data but often fail to capitalize on it...
Future-Proofing Data Pipelines for AI Workflows
Building Resilient and Adaptive Data Pipelines to Keep Up With AI Demands Photo by Igor Omilaev on UnsplashThe Backbone of the AI Revolution Picture a futuristic city powered by advanced technologiesâ...
Scaling RAG: Strategies for Enterprise Adoption
Implementing RAG for Enhanced Enterprise AI Solutions Photo by Jackman Chiu on UnsplashIn todayâs rapidly evolving AI landscape, enterprises are turning to Retrieval-Augmented Generation (RAG) to boos...
Understanding Graph RAG: A New Paradigm for Data Retrieval
A Step Beyond Traditional Retrieval In todayâs data-driven world, organizations face an ever-growing challenge: how to transform vast and complex datasets into actionable insights. Traditional retriev...
How AI Can Drive Revenue Growth in Legacy Industries
Real-World Transformations, Challenges, and Opportunities for Revenue Growth Why Legacy Industries Need AI? Legacy industriesâââmanufacturing, agriculture, healthcare, logistics, and moreâââare critic...
Top 5 Trends in Generative AI and Their Impact on Business Strategy
Photo by Nahrizul Kadri on UnsplashIn the fast-paced world of technology, generative AI has quickly become a game-changer, moving beyond niche applications to reshape entire business processes and str...
System Biography
Education & Teaching
MIT xPRO
University
Professional Evolution
Data Engineer
Graph Solutions Architect
Senior Data Engineer
Founder & Builder
Digital Presence
Content footprint across platforms
GitHub
@maruthiprithivi
Medium
blog.graphers.io
Maruthi Prithivirajan
Products
Indie Hacker Ventures
Projects & Ventures
Typeless.io
Less Chaos, More Focus
AI-enhanced SaaS reimagining productivity. Intuitive design meets invisible AI.
EchoChamber
Market Intelligence for Builders
Aggregates signals from 9 sources: Reddit, GitHub, Product Hunt, Hacker News, Stack Overflow, Crunchbase, and more.
Graphers.io
Knowledge Graph Consulting
Helping enterprises operationalize graph analytics and data transformation.
ClickHouse Reference
SQL Quick Reference Sheet
Open-source reference for ClickHouse SQL. Built for the community.