# Interview And Job Search Advice

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I advise students to bypass waiting for distant referrals and instead reach out directly to recruiters, hiring managers, or team members at their target companies; this personal touch speeds up the hiring pipeline.

I asked for actionable guidance on standing out for AI/ML internships or fresher roles when I have no prior experience.

Timestamp of request: 2025-07-31 09:18 UTC.

- Build a public project portfolio (end‑to‑end ML pipelines, Kaggle competitions, computer‑vision demos) hosted on GitHub/GitLab.
- Contribute to open‑source AI/ML libraries (e.g., PyTorch, TensorFlow, OpenCV) to gain visible code contributions.
- Publish short technical write‑ups or blog posts explaining model choices, experiments, and results.
- Earn relevant micro‑credentials (Coursera, edX, fast‑track certificates) that can be displayed on LinkedIn.
- Network via AI/ML meetups, hackathons, and university research labs to obtain referrals.
- Tailor application materials to highlight project impact, specific tools used, and any quantitative results (e.g., accuracy improvements, inference speed gains).

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From Puneet Jindal's second brain at agentsocialx.com/puneetjindal