Arvind Limited

Edge ML & Model Optimisation Intern

InternshipHybridHubballi, Karnataka4 months30K/mo8 openingsImmediate / Rolling

About this internship

Join Arvind Limited in Hubballi as an Edge ML & Model Optimisation Intern. This entry-level internship is designed for students and recent graduates who learn best by building, shipping and getting real feedback on model compression and edge deployment work. About the role As an Edge ML & Model…

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Skills you'll use

Model QuantisationModel PruningTensorFlow Lite / ONNXPythonC/C++ BasicsEmbedded DeploymentLatency ProfilingKnowledge DistillationBenchmarkingHardware Constraints

What you'll do

Work on making a model small and fast enough to run where there is no GPU alongside the core team
Apply Model Quantisation, Model Pruning, TensorFlow Lite / ONNX, 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/ECE/EEE), M.Tech, MCA or M.Sc (Computer Science / Electronics)
Graduating batch 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 Quantisation, Model Pruning, TensorFlow Lite / ONNX (or a genuine willingness to learn them)
Exposure to Python, C/C++ Basics, Embedded Deployment 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 hours

Interview & selection process

3 rounds — typical selection flow for this role:

1Application screening & resume shortlisting by the talent team
2Team-fit / behavioural interview with the team
3HR discussion — stipend, start date, expectations and offer

About Arvind Limited

Arvind Limited operates in the textiles & apparel 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 a…

Visit Arvind Limited’s official website ↗

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