John Thomas

Claude CLI Addict (Recovering) - Technical Architect @ Prevalent AI | ex-TCS, IBS, TechM

Role: Technical Architect at Prevalent AI
Location: Thrissur, KL, IN
LinkedIn followers: 500 followers

Information TechnologyView LinkedIn profile

About John Thomas

I design systems that ingest data from everywhere, structure it at scale, and feed it to AI systems that can reason over it.Think connectors, pipelines, knowledge graphs, and LLMs working together instead of fighting each other.

Experience

Technical Architect
Prevalent AI
Jan 2025 — Present · Kochi, IN

Education

Karunya Institute of Technology and Sciences
Bachelor's Degree, Computer Science
2007 — 2011

Skills

Hive
Splunk
Spring Boot
Team Management
Hadoop
Oracle
Requirements Analysis
Cloudera
Microsoft Sql Server
Apache Hbase
Spring Framework
Xml
Apache Kafka
Java Enterprise Edition
Spring
Hbase
Spring Data
Java
Sql
Apache Zookeeper
Hibernate
Software Development
Javaserver Pages (Jsp)
Pl/Sql
Cxf
Core Java
Eclipse
Big Data Analytics
Javascript
Agile Methodologies
Apache Hive
Web Services
Unix
Apache Spark
Pentaho
Mysql
Etl Tools
Big Data
Struts

Contact information

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Work email
•••••@prevalent.ai
Personal email
•••••@•••••.com
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Current company

Prevalent AI

Software Development · 175 employees · Founded 2017 · London, United Kingdom

Prevalent AI is an AI-powered data fabric company, founded by GCHQ alumni, practitioners who spent their careers solving high-stakes intelligence problems in complex environments. We were built to solve one of the hardest problems in enterprise technology: fragmented, contradictory, and incomplete operational data. Without trusted organizational context, security teams and AI systems are guessing. Every decision, human or machine, is built on an assumption. Our data fabric continuously cleans, connects, and contextualizes data from across the enterprise into a sovereign knowledge graph, creating an always-current operational picture of assets, identities, vulnerabilities, relationships, and business context. The result is trusted enterprise memory that allows teams and AI systems to operate from the same accurate, contextualized understanding of the environment. Proven first for cybersecurity, our platform also supports additional use cases including operational intelligence, compliance, and enterprise AI, all built on the same trusted enterprise memory. We work with global banks, telcos, insurers, and critical national infrastructure operators: organizations where approximation is unacceptable.

prevalent.ai

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About John Thomas

Experience

Technical Architect

Education

Karunya Institute of Technology and Sciences

Skills

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