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Vestval

Careers · AI

AI Research Intern

Internship Mumbai / Pune (Hybrid)

Research-leaning work on model evaluation, agent reliability, fine-tuning experiments and the AI systems behind Vestval AI and the Robotics Lab.

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What you'll do

  • Design and run experiments on model behavior and reliability
  • Read papers, reproduce results, write internal research notes
  • Build evaluation datasets and benchmarks for our domains
  • Contribute findings to product and Robotics Lab teams
  • Maintain reproducible experiment infrastructure
  • Present results to engineering and product audiences

Required skills

  • Strong Python and ML fundamentals (transformers, training loops)
  • Statistical literacy — you know what a significant result is
  • Clear technical writing
  • Bonus: published work, Kaggle, open-source ML contributions

Preferred / bonus

  • Hands-on fine-tuning or LoRA experience
  • Familiarity with PyTorch and HuggingFace ecosystems
  • Has reproduced at least one paper end-to-end
  • Interest in safety, alignment or evaluation literature

Who should apply

Final-year students or graduates with genuine research instinct — people who reproduce papers for fun and distrust unbenchmarked claims.

Ideal candidate profile

  • You take experimental hygiene seriously — seeds, splits, baselines
  • You'd rather publish a small honest negative result than a big noisy positive one
  • You can translate research into engineering constraints

What you'll learn

  • Applied evaluation methodology for production AI
  • Trade-offs between fine-tuning, prompting and retrieval
  • Working with applied engineers to land research in product
  • Writing for engineers and decision-makers, not reviewers

Tools & stack

PyTorchHuggingFacePythonWeights & BiasespgvectorJupyterCustom eval harnesses

Growth path

Path toward applied research roles spanning AI products and robotics R&D — rare exposure for an early-career researcher.

  1. Months 0–3

    Reproduce, benchmark and document. Own one evaluation surface.

  2. Months 3–6

    Run an independent experiment whose results inform a product decision.

  3. Year 1 (Applied Researcher)

    Bridge research and product on a Vestval AI workstream.

  4. Years 2+

    Specialise — evaluation, reliability, retrieval, perception (Robotics Lab) — with publication freedom.

How to apply

Use the application form on the careers page — select Internship as role type and mention AI Research Intern in your motivation note. Attach a résumé and anything you've built that you're proud of.

FAQ

AI Research Intern — frequently asked

  • Yes. All Vestval internships carry a monthly stipend benchmarked to role and city. Stipend is discussed at the offer stage — not the application stage.