Hello There 👋!


I am Tom Everson

Full-Stack SWE and DS student specializing in AI/ML development, Backend systems, and Data Pipeline. Experience spans from software engineering at Agoda to AI development at Innovera, with additional roles at Lillup and ConceptX.

profile

🗂️Professional Experience

Agoda

Summer 2025

Software Engineering Intern

- Engineered automated change-tracking features for a high-throughput audit management system processing 200+ daily marketing campaigns, enhancing data integrity monitoring by 40%

- Enhanced monitoring dashboards in Grafana for the audit pipeline, reducing system MTTR by 77% (from 2 hours to 45 minutes)

- Developed 20+ end-to-end test suites using Cypress, and ScalaTest, achieving 90% test coverage and reducing production bugs by 20%

Scala Microsoft SQL Server Apache Spark PySpark Grafana Cypress
Innovera

Spring 2025

AI Engineer Intern

- Architected and deployed a production-ready RAG system on AWS for technical document retrieval, improving information retrieval accuracy by 25% across 300+ enterprise documents

- Optimized semantic search pipeline using Pinecone and OpenAI embeddings, reducing query latency by 41% (from 6.8s to 4.0s) and achieving 85% relevance scores

- Engineered cloud infrastructure using AWS Lambda, SageMaker, and S3, ensuring 99.2% uptime while serving 150+ daily queries

Python LangChain LangGraph AWS SageMaker AWS Lambda Amazon S3 Pinecone Vector Databases RAG Architecture MLOps
Lillup

Summer 2024

Backend Intern

- Deployed backend infrastructure for 8 microservices using Docker and Cloud Run on Google Cloud, leveraging CI/CD workflows with CircleCI, achieving 99.9% uptime and supporting 1,000+ active users

- Migrated the CI/CD pipeline from Jenkins to CircleCI, automating deployment across testing, staging, and production environments, reducing deployment errors by 30% and improving deployment speed by 40%.

- Integrated Java Spring applications with GCP services, enhancing microservice communication and reducing service downtime by 30%, while improving system scalability and fault tolerance in distributed cloud architectures.

Java Spring Docker Google Cloud Gitlab CircleCI Microservices
ConceptX

2023-2024

Frontend Developer

- Migrated Single Page Application from Vue and Webpack to a Server-Side Rendered Application using Nuxt and Vite, improving page load speed, SEO performance, user experience, and development speed by 40%.

- Cut initial page load time by 35% by implementing advanced frontend performance techniques, including lazy-loading and code splitting

- Designed and implemented a real-time notification system, leveraging WebSockets and push notifications to improve user engagement and ensure timely updates, increasing user retention by 15%.

Vue.js Nuxt Vite WebSockets Frontend Performance

📊DS Projects

🚀SWE Projects