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0xVISH

VM-26 · Nameplate · S/N VM-0001 · 9U

PwrActLnk

VishvamMoliya

Reliable platforms that ship models, not just code.

DevOps Engineer at Simform, Ahmedabad. Azure and on-prem infrastructure by day, heading toward MLOps.

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Status displayIN-AMD
STATUS
● DEPLOYED
ROLE
DEVOPS ENGINEER
AT
SIMFORM
IST
BUILD
d665634
Photo of Vishvam Moliya

Asset tag · Property of

0xVish

VM-0001-AMD

Now

DEVOPS ENGINEER @ SIMFORMPASSED AZ-104AZURE + ON-PREM INFRASTRUCTUREHEADING TOWARD MLOPS

/now

PCX-4 · Pipeline controller · 14U

PassedRunningQueued

Experience

My career so far as CI/CD stages. Pull a sled to read its logs.

  1. FRONTEND

    Urbanlyfe · Feb ’25 → Mar ’25

    ✓ passed

  2. DEVOPS INTERN

    Simform · Jan ’26 → Jun ’26

    ✓ passed

  3. DEVOPS ENG

    Simform · Jul ’26 → now

    ▶ running

  4. MLOPS

    queued · next

    ○ queued

DevOps Engineer · Simform

Jul 2026 – Present · Hybrid · Ahmedabad, India

Logs

Full-time on the DevOps team after the internship, working on CI/CD and infrastructure for client projects across Azure and on-prem environments.

  1. [01]Build and maintain CI/CD pipelines on Azure DevOps and GitHub Actions, from commit to production
  2. [02]Provision and run Azure resources and on-prem VMs, codified with Terraform
  3. [03]Containerize services with Docker and deploy them to Kubernetes with Helm
  4. [04]Work production issues through to root cause, and turn the fixes into automation
AzureAzure DevOpsTerraformKubernetesHelmDockerLinuxsimform.com

DevOps Engineer Intern · Simform

Jan 2026 – Jun 2026 · Hybrid · Ahmedabad, India

Logs

Six-month internship on production infrastructure for client projects, ending in a full-time offer.

  1. [01]Built and maintained CI/CD pipelines for client projects
  2. [02]Containerized applications and helped deploy them across Azure and on-prem environments
  3. [03]Debugged production issues alongside senior engineers, from logs to root cause
  4. [04]Converted to a full-time DevOps Engineer role
CI/CDAzure DevOpsDockerAzureLinuxsimform.com

Frontend Developer Intern · Urbanlyfe

Feb 2025 – Mar 2025 · Remote · Ahmedabad, India

Logs

Early-stage startup. Sole frontend developer on an internal SaaS dashboard for inventory and supply-chain workflows.

  1. [01]Built the dashboard interfaces for inventory and supply-chain workflows in React
  2. [02]Shipped against fast-changing requirements with minimal documentation
  3. [03]Learned where speed stops paying off: scope, expectations and maintainability
ReactJavaScriptFrontendurbanlyfe.in

MLOps · queued

Platforms that train, ship and watch models.

PP-24 · Patch panel · 10U

LINK 15/19

Stack

  • Daily
  • Working
  • Learning · empty port

Cloud

  • Azure: used daily
  • On-prem VMs: used daily

Containers

  • Docker: used daily
  • Kubernetes: working knowledge
  • Helm: working knowledge

IaC

  • Terraform: working knowledge

CI/CD

  • Azure DevOps: used daily
  • GitHub Actions: working knowledge

OS & SCM

  • Linux: used daily
  • Git: used daily

Languages

  • TypeScript: working knowledge
  • Python: working knowledge
  • Go: learning

Web

  • React: working knowledge
  • Next.js: working knowledge
  • Node.js: working knowledge

ML

  • scikit-learn: learning
  • LangChain: learning
  • Docker Model Runner: learning

UL-4 · Uplinks · 8U

4 PORTS

Community

Where I teach, organise and give back. Teaching is how I check I actually understand something.

Co-Lead

MLSA LDCE

Oct 2024 – Jun 2026

Co-led the Microsoft Learn Student Ambassadors chapter: ran hands-on developer workshops and mentored juniors on practical engineering.

Web Developer

L. D. College of Engineering

Oct 2024 – Jun 2026

Rebuilt the college website's frontend in Next.js and Tailwind CSS, with a focus on performance and accessibility.

TL-8 · Tape library · Cold storage · 12U

Online5/8 SLOTS

Archive

Earlier work, archived to tape. Kept for the record, not the highlight reel. Pick a cartridge to load it.

Archived projects
LTO-9 Drive 0Read only

READING DLR025L9 … OK

Docker LLM Runner

workshop · Sep 2025

Workshop demos for MLSA: small language models running locally in containers through Docker Model Runner, with three web front-ends sharing one model config.

  • Docker
  • Compose
  • Docker Model Runner
  • JavaScript

READING LSC025L9 … OK

LaunchScore

academic · Apr – Jul 2025

Predicts startup success with an MLP classifier trained on Indian startup-funding data, then adds LLM analysis grounded by FAISS retrieval.

  • Python
  • scikit-learn
  • LangChain
  • FAISS
  • Flask
  • Next.js
  • Docker
  • Nginx

READING NTH024L9 … OK

Notes Hub

side project · 2024 – 2025

Academic notes platform for LDCE's AI & ML students. Served 500+ students at its peak; now retired.

! Retired. The aiml.study domain has lapsed.

  • Next.js
  • Content-driven

READING EDF024L9 … OK

EduFund

side project · Aug – Sep 2024

Crowdfunding for education, fully on-chain: campaigns, donations and community votes run through smart contracts on EDU Chain.

  • Solidity
  • EDU Chain
  • TypeScript
  • Next.js

READING CHL024L9 … OK

Chlarity

side project · Apr 2024

Charitable giving with accountability: hospitals submit patient requests, NGOs approve them on-chain, and funds release only after treatment completes.

  • Solidity
  • Web3.js
  • Next.js
  • Firebase
  • Truffle

FW · Installed firmware · 7U

Verified

Education & certs

vish@rack-a01:~$ fw list --installed

Education and certifications
PackageVersionVendorState
az-104Microsoft Certified: Azure Administrator Associate2026 · Microsoft2026Microsoft● NEW
ml-specMachine Learning Specialization2024 · Stanford University · Coursera2024Stanford University · CourseraSTABLE
b.e-ai-mlBachelor of Engineering, Artificial Intelligence and Machine Learning2023–26 · L. D. College of Engineering2023–26L. D. College of EngineeringSTABLE

3 packages installed, 0 pending.

OOB-1 · Console port · Out-of-band · 9U

Listening

Let's make production boring.

Questions, ideas, or infrastructure war stories. Email is the fastest route; I read everything that lands.