This page collects CareerSwami’s 18 Artificial Intelligence internship guides written for students of specific Indian universities and colleges. Each guide takes one practical question, such as choosing a project, checking prerequisites, building a portfolio or preparing for interviews, and works through it with a usable checklist, scorecard or template. They are independent guides for students; CareerSwami is not affiliated with these institutions.
How to use these guides
Find your institution in the table, or pick the guide whose question matches where you are stuck. The practical material in each guide applies to any Artificial Intelligence student, while the institution section points to the official pages and people you should check with before you count an internship towards a college requirement.
All Artificial Intelligence internship guides
| Guide | Written for students of | What it covers |
|---|---|---|
| AI Internship Project Selection for Ramaiah Institute of Technology Students | Ramaiah Institute of Technology | A practical worksheet for scoring AI project ideas on data, compute and demo-ability before a short internship begins. Includes a worked example and a list of questions to confirm with your college. |
| AI Internship Prerequisites for PSG College of Technology Students: Math, Python and ML Basics | PSG College of Technology | A self-check roadmap of the maths, Python and machine learning basics a PSG Tech student needs before a short online AI internship, with free practice exercises and a worked example. |
| How Thiagarajar College of Engineering Students Can Showcase AI Internship Work in a Portfolio | Thiagarajar College of Engineering | A practical template for turning a short AI internship into a portfolio page that a reviewer can check in five minutes. It includes a scorecard, a worked illustrative example and a list of points to confirm with your college. |
| Preparing for AI Internship Interviews: A Guide for Kumaraguru College of Technology Students | Kumaraguru College of Technology | A practical mock interview pack for AI internships, with fundamentals questions, a take-home exercise and a scoring rubric. Written for Kumaraguru College of Technology students. |
| Choosing an AI Internship Track: NLP, Vision or GenAI for Vishwakarma Institute of Technology, Pune Students | Vishwakarma Institute of Technology, Pune | A practical comparison of NLP, computer vision and GenAI internship tracks, with a scoring matrix, starter datasets and sample tasks for Vishwakarma Institute of Technology, Pune students. |
| AI Internship Demo Ideas for Pune Institute of Computer Technology Students | Pune Institute of Computer Technology | A practical checklist for turning an AI internship project into a demo a reviewer can run, test and understand in minutes. It covers the notebook, web app, evaluation table and recorded walkthrough, with ten project ideas. |
| How VTU Students Can Evaluate an Artificial Intelligence Internship Offer Step by Step | Visvesvaraya Technological University (VTU) | A practical, scored checklist for VTU engineering students who need to judge an AI internship offer before accepting it. It covers mentor access, data usage, tooling, deliverables and certificate wording. |
| AI Internship Report Structure for Anna University Students: Problem, Model, Evaluation | Anna University | A section-by-section skeleton for an AI internship report, with a self-scoring table, a worked illustrative example and a checklist of what to confirm with your department. |
| Machine Learning Project Ideas for an AI Internship: A Guide for AKTU Students | Dr. A.P.J. Abdul Kalam Technical University (AKTU) | A practical list of beginner machine learning projects for a two-week AI internship, with datasets, metrics and the files to submit. It also gives AKTU students a checklist for fitting the work to their college's rules. |
| Preparing for an AI Internship as a MAKAUT Student: Prerequisites and Starter Projects | Maulana Abul Kalam Azad University of Technology (MAKAUT) | A step-by-step ladder of starter AI projects, from linear regression to a small neural network, with the prerequisites for each rung. It also includes a self-check table and questions to put to your college. |
| AI Internship Portfolio Evidence for GTU Students: GitHub, Model Cards and Experiment Logs | Gujarat Technological University (GTU) | A ready-to-use template for documenting an AI internship: repository layout, model card, experiment log and metrics summary. Written for GTU students, with steps to confirm your own department's documentation rules. |
| AI Internship Interview Preparation for Savitribai Phule Pune University Students | Savitribai Phule Pune University | A practical interview pack for Savitribai Phule Pune University students applying for AI internships. It covers ML fundamentals questions, a short coding task, project prompts and a scoring table. |
| Comparing AI Internship Subfields for University of Mumbai Students: ML, NLP and Vision | University of Mumbai | A practical comparison of machine learning, NLP and computer vision internships, with a chart of tasks and tools and a checklist for confirming rules with your college. Written for University of Mumbai students. |
| Selecting an AI Internship Project as a JNTUH Student: Scope, Data and Evaluation | Jawaharlal Nehru Technological University Hyderabad (JNTUH) | A practical rubric for JNTUH students to rate AI project ideas on data access, scope, evaluation and demo value before committing two weeks to one. Includes a worked example and a list of points to confirm with your college. |
| How JNTUK Students Can Spot Genuine AI Internship Learning Opportunities Versus Vague Offers | Jawaharlal Nehru Technological University Kakinada (JNTUK) | A practical guide for JNTUK students to separate real AI learning tasks from vague internship offers. It includes a scorecard, deliverables to request and a verification list. |
| AI Internship Guide for Osmania University Students: Building a Project Demonstration | Osmania University | A step-by-step guide for Osmania University students to turn an AI internship into a working, explainable demo. It includes a sample project brief, a model comparison table and a deployable app outline. |
| AI Internship Prerequisites for RGPV Students: Python, Data Handling and Model Basics | Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV) | A usable checklist of the Python, NumPy, data cleaning and model evaluation skills an RGPV student needs before starting an AI internship, with exercises and a worked example. |
| Writing an AI Internship Report as a KTU Student: Methods, Results and Reflection | APJ Abdul Kalam Technological University (KTU) | A section-by-section template for an AI internship report, with an illustrative worked example, a self-check scorecard and a list of things KTU students should confirm with their college. |
Institutions covered
APJ Abdul Kalam Technological University (KTU), Anna University, Dr. A.P.J. Abdul Kalam Technical University (AKTU), Gujarat Technological University (GTU), Jawaharlal Nehru Technological University Hyderabad (JNTUH), Jawaharlal Nehru Technological University Kakinada (JNTUK), Kumaraguru College of Technology, Maulana Abul Kalam Azad University of Technology (MAKAUT), Osmania University, PSG College of Technology, Pune Institute of Computer Technology, Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Ramaiah Institute of Technology, Savitribai Phule Pune University, Thiagarajar College of Engineering, University of Mumbai, Vishwakarma Institute of Technology, Pune, Visvesvaraya Technological University (VTU).
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