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ProjectsExperienceContactResume

Vatsal Goel

Founding Engineer

Infra security | Cloud systems | Open-source observability

Hi, I'm Vatsal Goel, a founding engineer at i4 Ops working at the intersection of infrastructure security, cloud systems, and AI-era data risk. I keep company implementation details private here and focus on public-safe product outcomes, open-source work, and reproducible projects.I'm also an AWS Powertools maintainer and CNCF OpenTelemetry contributor, with a Master's in Computer Science from the University of Utah and a product-minded focus on taking MVPs toward market-ready systems.

Vatsal Goel
AWSrelease notes

Recognized for public Powertools contributions across Python and TypeScript

CNCFobservability

Public OpenTelemetry work in Go-based telemetry infrastructure

3/4scenarios improved

Intent-aware reranker improved alignment in reproducible offline evaluation

1M+records validated

Automated archival data verification with 99.9% accuracy

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Skills & Technologies

A comprehensive toolkit for building scalable and secure applications

languages

Python

Advanced

Go

Advanced

TypeScript

Advanced

Java

Intermediate

SQL

Intermediate

C

Intermediate

frameworks

FastAPI

Advanced

Flask

Advanced

Node.js

Advanced

React

Intermediate

Pydantic

Advanced

tools

AWS

Advanced

Docker

Advanced

Kubernetes

Intermediate

Terraform

Intermediate

PostgreSQL

Advanced

Redis

Intermediate

Git

Advanced

CI/CD

Advanced

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i4 Ops Infrastructure Security

i4 Ops Infrastructure Security

Founding-engineer work on zero-exfiltration infrastructure security for AI-era data risk, described only at a public-safe product level.

GoPythonSecurityAWS
OpenTelemetry Go SDK

OpenTelemetry Go SDK

CNCF OpenTelemetry Go SDK contributions focused on telemetry pipeline behavior and production observability for distributed systems.

GoOpenTelemetryDistributed TracingCNCF
Dynamic Queue Adaptation

Dynamic Queue Adaptation

Offline Python prototype testing whether manual queue insertions can improve short-term recommendation intent alignment versus a static seed-only baseline.

PythonAIRankingEvaluation
View all projects
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I'm always interested in hearing about new projects and opportunities. Feel free to reach out if you'd like to connect!

goelvt3@gmail.comGitHubLinkedIn