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Arvind Limited logo — Arvind Limited Model Deployment Intern at Arvind Limited
Arvind Limited

Model Deployment Intern

InternshipIn OfficeHowrah, West Bengal2 months19K/mo3 openingsImmediate / Rolling
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About this internship

Start your career in model serving and inference with Arvind Limited as a Model Deployment Intern in Howrah. You will sit with a working team, use the same tools and systems they do, and own a defined piece of work from day one. About the role As a Model Deployment Intern at Arvind Limited, your…

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Skills you'll use

Model ServingFastAPIDockerPythonREST APIsLatency OptimisationLoad TestingMonitoringVersioningGit

What you'll do

  • Work on wrapping a model in an API that survives real traffic, with sane timeouts, batching and a fallback when it fails alongside the core team
  • Apply Model Serving, FastAPI, Docker, Python to live, production-facing problems
  • Document your work clearly for reviewers and stakeholders
  • Participate in reviews and act on the feedback you receive
  • Collaborate across engineering, product, design or business as required
  • Follow the team's quality, testing and documentation standards

Who can apply

  • Pursuing or recently completed B.E./B.Tech (CSE/IT), BCA/MCA or B.Sc (Computer Science / IT)
  • Graduating batch 2026, 2027 or 2028 — final-year students and recent graduates welcome
  • 60% / 6.0 CGPA and above preferred; strong project work is considered alongside academics
  • Working knowledge of Model Serving, FastAPI, Docker (or a genuine willingness to learn them)
  • Exposure to Python, REST APIs, Latency Optimisation is an advantage
  • Clear written and verbal communication in English, and care with detail in your work
  • No prior work experience required — this is a fresher-friendly internship
  • Based in Howrah, West Bengal or willing to work from there for the internship period

Perks & benefits

Letter of RecommendationMentorship from a named mentorLive project experienceExposure to professional tools and workflowsPre-Placement Offer (PPO) opportunityStructured onboarding and a formal mentor at a large, established employer

Interview & selection process

2 rounds — typical selection flow for this role:

  1. 1Application screening & resume shortlisting by the talent team
  2. 2Online aptitude / domain assessment

About Arvind Limited

Arvind Limited operates in the textiles & apparel sector and has an active presence in Howrah. Interns here are put on real work from the start, because the team's view is that the fastest way to learn a craft is to practise it under people who already do it well — not to watch it from a…
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