ICRA

RAG Systems Intern

InternshipWork from HomeKanpur, Uttar Pradesh3 months27K/mo4 openingsImmediate / Rolling

About this internship

ICRA has an open RAG Systems Intern position in Kanpur for motivated freshers and final-year students. You will work on live retrieval-augmented generation projects and finish with something you can genuinely talk about in interviews. About the role As a RAG Systems Intern at ICRA, your core focus…

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Skills you'll use

Retrieval-Augmented GenerationEmbeddingsVector DatabasesChunking StrategyPythonLLM APIsEvaluation MetricsPrompt DesignDocument ParsingCitations & Grounding

What you'll do

Work on making a model answer from your documents instead of its imagination — chunking, retrieval quality and citations that hold up alongside the core team
Apply Retrieval-Augmented Generation, Embeddings, Vector Databases, Chunking Strategy 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/M.Sc (Computer Science / Statistics)
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 Retrieval-Augmented Generation, Embeddings, Vector Databases (or a genuine willingness to learn them)
Exposure to Chunking Strategy, Python, LLM APIs 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 Kanpur, Uttar Pradesh or willing to work from there for the internship period

Perks & benefits

Networking with senior professionalsInternship CertificateLetter of RecommendationMentorship from a named mentorLive project experienceStructured onboarding and a formal mentor at a large, established employer

Interview & selection process

3 rounds — typical selection flow for this role:

1Application screening & resume shortlisting by the talent team
2Discussion with the hiring manager on the role and your fit
3HR discussion — stipend, start date, expectations and offer

About ICRA

ICRA operates in the financial services sector and has an active presence in Kanpur. 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 distance. The work…

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