Selva

Lead Data Engineer | Data Platform Services Engineering Manager
Building scalable data platforms & SaaS applications
10+ years driving technical strategy & delivering business value

About Me

Lead Data Engineer and Manager with 10+ years of experience specializing in building, scaling, and optimizing high-impact data platforms and full-stack SaaS applications. Proven history of driving cross-organizational technical strategy, establishing engineering standards (Cloud/ETL), and delivering quantifiable business value.

Education

Master of Science in Information Systems
The University of Texas at Arlington
December 2017 | GPA: 4.0/4.0

Bachelor of Technology in Information Technology
R.M.K. Engineering College, Anna University
April 2012 | GPA: 8.45/10

Certifications & Awards

AWS Certified Developer – Professional
AWS Certified Developer – Associate

Wayne Watts Graduate Fellowship – 2017
Award for "Caring about the Craft" and "Caring about the business"

Impact by Numbers

0

Years Experience

$0K

Monthly Revenue Generated

$0K

Annual Cost Savings

0

AWS Certifications

0+

Programming Languages

0+

AWS Services Mastered

0

Downtime Deployments

0

Companies

Professional Experience

Clear Link Technologies, LLC

Data Platform Services Engineering Manager / Senior Data Engineer

March 2018 – Present | USA

  • SaaS Product Architect/Lead: Architected and led the full-stack development (Gin Golang, Vue.js/React) of the company's first SaaS data product, generating a sustained $150K in monthly profit across multiple partner sites.
  • Technical Leadership: Coordinated architecture and provided technical solutions across multiple engineering teams, acting as a technical liaison to define organizational direction and remove critical roadblocks.
  • Standardization & Governance: Drove organization-wide standards by setting formal cloud standards and standardizing the core ETL process (Airflow/Docker).
  • Cost Optimization: Led a major Graph DB migration (Neo4j to AWS Neptune) resulting in $25K in annual cost savings.
  • CI/CD & DevOps: Engineered a continuous integration and delivery (CI/CD) process using Bitbucket and AWS tools (S3, ECS, CodePipeline, CodeBuild/Deploy) to enable zero-downtime deployment.

Sykes Enterprises (India) Limited

Senior Software Engineer

January 2021 – September 2022 | India

  • Designed and developed a customer journey platform to profile customers, effectively reducing queue time before sales and support interaction.
  • Established code quality and development standards for continuous development, integration, and deployment within the team.

Tata Consultancy Services

Data Management Developer

October 2012 – December 2015 | India

  • Developed workflows, export, and import jobs with extensive test cases for IBM MDM platform, successfully deploying to production with no downtime.
  • Managed data models and upgraded IBM MDM PIM from version 9.0 to 11.0 for Talk Talk-UK.

Technical Skills

Programming & Core

Golang (Gin) Python (Django) Vue.js React Java Scala JavaScript

Data Engineering

Airflow Kafka Spark Streaming Hive Spark ETL/ELT GraphQL

Cloud & DevOps

AWS S3 Redshift Lambda ECS RDS API Gateway Jenkins Docker CI/CD

Databases & Tools

Neo4J AWS Neptune MySQL Oracle MongoDB Git

Key Achievements & Impact

SaaS Product Development

Architected and led full-stack development (Golang/Gin, Vue.js, React) of company's first SaaS data product from concept to production.

Impact: Generated sustained $150K monthly profit across multiple partner sites.

Graph DB Migration

Led enterprise-scale migration from Neo4j to AWS Neptune, including architecture redesign, data migration strategy, and team coordination.

Impact: Achieved $25K annual cost savings while improving scalability.

ETL Standardization

Drove organization-wide ETL/ELT standardization using Airflow and Docker, establishing formal cloud standards and best practices.

Impact: Improved team efficiency and reduced deployment errors across all data pipelines.

CI/CD Pipeline

Engineered automated CI/CD process using Bitbucket and AWS CodePipeline/CodeBuild, enabling seamless deployments.

Impact: Achieved zero-downtime deployments and 10x faster release cycles.

Self-Hosted Cloud Infrastructure

Built a private cloud storage solution using Raspberry Pi with Nextcloud, implementing Tailscale VPN for secure remote access across devices without port forwarding.

Impact: Created secure, self-hosted alternative to commercial cloud storage with full data ownership and zero-trust network architecture.

Let's Connect

Interested in discussing data engineering, SaaS architecture, or collaboration opportunities?
Feel free to reach out via LinkedIn.