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tirthpatel90/README.md

Hey, I'm Tirth 👋

Typing animation

I automate things. I deploy things. I break things (on purpose, to understand them better).


Currently wrestling with CI/CD pipelines, building tools that actually solve problems, and learning everything in public (including my failures).

Open Source Contributions

Project Role / Contribution
Zedda Co-Founder & Core Maintainer — Built and maintained core EDA functionality while leading CI/CD, packaging, infrastructure, security hardening, and developer tooling
CUDA Python Open Source Contributor — Modernized Python 3.15 CI by removing custom NumPy builds and integrating pre-built nightly wheels for more reliable cross-platform testing
Serena Open Source Contributor — Redesigned monolithic CI into a parallel matrix architecture with Docker toolchains, caching, and intelligent test quarantine, reducing CI runtime from ~1 hour to <10 minutes

Projects That Matter

Project What It Does Problem Solved
Universal MLOps Pipeline End-to-End MLOps Automation Platform Automates data ingestion, preprocessing, model training, and explainability for production-ready ML workflows
AIOps Engine CI/CD failures detected automatically via ML Detects, classifies, and analyzes CI/CD pipeline failures automatically to reduce debugging time and improve release stability
Pod-Health-Guardian Kubernetes Health Monitoring Tool Continuously monitors K3s clusters, tracks pod health, and proactively detects infrastructure issues before they impact applications

Stack I Actually Use

Languages & Scripting

Python Bash JavaScript SQL

Infrastructure & DevOps

Docker Kubernetes AWS Azure GitHub Actions GitHub

Databases & Data

PostgreSQL MongoDB MySQL SQLite


Check my recent commits and PRs - you'll see the real work, not polished tutorials.


Let's Connect

Email Portfolio LinkedIn GitHub

Profile Views

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  1. Data-agnostic-MLOps-pipeline Data-agnostic-MLOps-pipeline Public

    Forked from hitesh0106/Data-agnostic-MLOps-pipeline

    Python 2 1

  2. NAVIQ NAVIQ Public

    JavaScript 1

  3. AutoHeal-CI AutoHeal-CI Public

    Autonomous DevOps Intelligence: Predict and auto-heal CI/CD failures before they break your flow. Powered by AI.

    Python 2

  4. DevOps-Utility- DevOps-Utility- Public

    Forked from hitesh0106/DevOps-Utility-

    JavaScript 2

  5. Pod-Health-Guardian Pod-Health-Guardian Public

    Python 1 1