Skip to content
View eashanroy7's full-sized avatar
5 followers · 0 following

Achievements

Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLO

Organizations

@csye7125-su24-team17

Block or report eashanroy7

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
eashanroy7/README.md

Hi, I'm Eashan 👋

I’m a Software Engineer who loves building distributed systems and AI/ML infrastructure.

What I’m best at

  • Backend & distributed systems: API design, data modeling, concurrency, reliability, performance, high-scale
  • Platform/infra: CI/CD, cloud deployments, Kubernetes, observability, authn/authz
  • MLOps: automating deployment of machine learning models at scale, low-latency inference serving, audit/logging

Highlights (recent work)

  • Designed a flagship API platform at Plainsight Technologies that automates the entire lifecycle of machine learning model training. It handles training, retraining, drift detection, A/B testing, experiment tracking, and evaluation. https://api.prod.plainsight.tech/docs
  • Developed an open-source frame deduplication component that uses motion analysis, perceptual hash and SSIM to skip redundant video frames and helps reduce GPU inference cost. It reduces more than 70% of the input video data. More details can be found here: https://github.com/PlainsightAI/filter-frame-dedup

Highlights (academic)

Roles I’m targeting

  • Backend, ML Platform, MLOps, Developer Productivity

Reach me

Pinned Loading

  1. webapp-cve-processor webapp-cve-processor Public

    A distributed system built with Go and Kafka that ingests real-time CVE data; uses Kafka partitioning for horizontal scaling; vectorizes it in RAG as external memory for the LLM and provides securi…

    Go

  2. json-query-engine json-query-engine Public

    A RESTful API demonstrating backend engineering through JSON document management. Implements ETag-based optimistic concurrency control, JSON Merge Patch for partial updates, Google OAuth 2.0 with J…

    Java

  3. webapp webapp Public

    Automated cloud infrastructure for Spring Boot application using Terraform (IaC) and Packer to eliminate configuration drift via immutable server deployments. Has event-driven security layer develo…

    Java

  4. cve-operator cve-operator Public

    A custom Kubernetes operator written in Go that monitors the official CVE GitHub repository for new vulnerability releases and ingests into Kafka to trigger downstream jobs that vectorizes them int…

    Go