Container Corporation of India

Model Deployment Intern

InternshipHybridMangaluru, Karnataka6 months19K/mo15 openingsImmediate / Rolling

About this internship

Join Container Corporation of India in Mangaluru 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…

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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 Mangaluru, Karnataka or willing to work from there for the internship period

Perks & benefits

Flexible working hoursNetworking with senior professionalsInternship CertificateLetter of RecommendationMentorship from a named mentorStructured onboarding and a formal mentor at a large, established employer

Interview & selection process

2 rounds — typical selection flow for this role:

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

About Container Corporation of India

Container Corporation of India operates in the multimodal logistics sector and has an active presence in Mangaluru. 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…

Visit Container Corporation of India’s official website ↗

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