Fellowship & PPO Track Research Remote (India)

AI Research Intern

Explore RAG, evaluation and agent reliability.

Compensation Paid internship β€” β‚Ή10,000–₹20,000/month
Location & work model Remote (India)
Experience requirement Freshers / Final Year
Hiring benchmark 5-day code audit
Section 01

Role Overview & Operational Scope

Conduct rigorous benchmark evaluations, hallucination audits, prompt optimization experiments, and retrieval evaluations to maximize production model reliability.

Analytical mindset Python Interest in ML/LLMs Writing up findings
Section 02

Mandatory Foundational Knowledge

  • Foundations of machine learning and NLP: attention mechanisms, transformer models, embeddings
  • LLM evaluation metrics and methodologies (RAG triads, Ragas, faithfulness, answer relevancy)
  • Advanced RAG strategies: parent-child chunking, reciprocal rank fusion, hybrid BM25 + dense search
  • Python scientific stack: PyTorch, NumPy, Pandas, Scikit-learn
Section 03

Mandatory Practical Skills & Architecture

  • Building automated benchmark harnesses and reproducible evaluation pipelines
  • Statistical analysis of model failure modes across adversarial inputs
  • Synthetic data generation and fine-tuning dataset preparation
  • Authoring clear, concise technical experiment summaries and actionable recommendations
Section 04

Problem Solving, Execution Rigor & Curiosity

  • Relentless intellectual skepticism toward LLM outputs and dedication to eliminating hallucinations
  • Eagerness to track and evaluate state-of-the-art model releases and open weights
  • Curiosity regarding agent planning algorithms and multi-agent consensus protocols
Section 05 · Practical evaluation benchmark

5-day live technical evaluation milestone

5-Day Live Research Milestone: Run benchmark evaluations on 3 RAG chunking/retrieval strategies and present quantifiable analysis.

Institutional hiring protocol: candidates who clear resume screening take a live practical milestone of strictly 5 working days. Verifiable completion and code audit by your assigned engineering mentor is the sole prerequisite for the official offer letter.

Section 06

Compensation & Advancement

  • Compensation as published: Paid internship β€” β‚Ή10,000–₹20,000/month.
  • Fully remote work from anywhere in India with home-labour hardware allowance.
  • Direct progression into full-time corporate appointments on milestone verification.
Section 07 · Direct inquiries

Dedicated inbox for this role

Questions, private repository links or portfolio references for this opening route straight to the engineering leads reviewing it.

ai-research-intern-careers@cehpoint.co.in Open mail client →

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