About Me

10+

Years Experience

Building Scalable Solutions

Solutions Architect with a decade of experience transforming complex ideas into scalable, high-performance products. I specialize in Semantic Search, RAG, and Serverless Cloud architectures on AWS.

As an entrepreneurial leader, I bridge the gap between business goals and technical implementation, delivering secure, efficient, and user-centric solutions.

Languages & Frameworks

Go Node.js Python React Next.js Tailwind

Cloud & DevOps

AWS Lambda Terraform Docker

Data & AI

OpenSearch Vector DBs RAG

Professional Journey

Product Lead

TEKSystems (Remote @ Sage, UK)

Jan 2024 - Present
  • Launched Bedrock-powered semantic search boosting relevance by 30%.
  • Built serverless RAG pipeline cutting proposal prep from 2h to <10min.
  • Reduced deployment lead time from 1 day to 1 hour with automated pipelines.

Solutions Architect

ChiSquare Labs (Remote @ SiteRx, US)

Apr 2023 - Dec 2023
  • Led migration to AWS serverless, cutting infra cost by 35%.
  • Standardized security and observability with custom AWS CDK templates.

Team Lead

Metric Tree Labs

Jun 2020 - Oct 2022
  • Managed cross-functional teams, lifting client revenue 40%.

CEO & Co-Founder

Lmntrx

Nov 2014 - Mar 2019
  • Bootstrapped startup to acqui-hiring; tripled traffic through strategic partnerships.

Featured Projects

KloudArch

No-code GUI converting architecture diagrams to Terraform; powering pilot clients in healthcare.

Terraform GUI

go-fake

AI-enhanced fake data generator for JSON/SQL schemas. Supports 40+ data types with enterprise-grade performance.

Go AI

S3 Virus Scanner

Automated serverless solution for scanning files in AWS S3 buckets using ClamAV with event-driven architecture.

AWS Security

Talks

JavaScript Best Practices

Siemens Gamesa (2019)

Android Jetpack

KSUM (2019)

Android Development with Kotlin

VJCET (2019)

Recognition

Pillar of Strength

Metric Tree Labs

Recognized for exceptional leadership and resilience during challenging times, driving team cohesion and project success.

Beyond the Code

Fueling creativity through diverse passions and continuous learning.

Formula 1

Precision engineering meets human excellence.

Home Lab

Experimenting with Proxmox & Unraid infrastructure.

Self-hosting

Taking control of data with Docker & privacy tools.

Traveling

Exploring new cultures and perspectives.

Let's Build Something Amazing

Ready to transform your ideas into scalable solutions? I'm always open to discussing new opportunities and technical challenges.

Based in Cochin, India • Available Worldwide