Persistent Systems

Model Deployment Intern

InternshipHybridHubballi, Karnataka6 months18K/mo12 openingsImmediate / Rolling

About this internship

Join Persistent Systems in Hubballi as a Model Deployment Intern. This entry-level internship is designed for students and recent graduates who learn best by building, shipping and getting real feedback on model serving and inference work. About the role As a Model Deployment Intern at Persistent…

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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 2025, 2026 or 2027 — 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 Hubballi, Karnataka or willing to work from there for the internship period

Perks & benefits

Mentorship from a named mentorLive project experienceExposure to professional tools and workflowsPre-Placement Offer (PPO) opportunityFlexible working hoursStructured onboarding and a formal mentor at a large, established employer

Interview & selection process

4 rounds — typical selection flow for this role:

1Application screening & resume shortlisting by the talent team
2Online aptitude / domain assessment
3Technical interview on fundamentals and your projects
4HR discussion — stipend, start date, expectations and offer

About Persistent Systems

Persistent Systems operates in the it services & consulting sector and has an active presence in Hubballi. 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…

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