AI & Data Science · online · 12 weeks
Internship for AI & Data Science Students — online, graded by AI.
Work through real ML and analytics problems: data pipelines, model training and evaluation, dashboards, RAG assistants and AI agents. Submissions include notebooks, metrics reports and deployed demos.
Built for B.Tech AI & DS / AI & ML, B.Sc and M.Sc Data Science students: B.Tech AI & DS · B.Tech AI & ML · B.Sc Data Science · M.Tech AI · M.Sc Data Science.
What is the AI & Data Science internship on Engineers Clinic?
It is a 12-week online internship for B.Tech AI & DS / AI & ML, B.Sc and M.Sc Data Science students. You choose three of 297 AI & Data Science industry projects, build each one in ten guided steps with an AI tutor, and get every submission graded against a professional rubric. When all three pass, you receive an Internship Certificate and a Technical Transcript that employers verify by QR code, and you can choose to be visible to verified employers hiring certified students.
Who can apply
- B.Tech AI & DS students
- B.Tech AI & ML students
- B.Sc Data Science students
- M.Tech AI students
- M.Sc Data Science students
No application round or interview. Students in India and abroad can join; see internships by country.
Featured internship projects
AI & Data Science projects students start with.
- Beginner · 48
- Intermediate · 98
- Advanced · 127
- Expert · 24
BeginnerAI Symptom Checker & Triage Assistant
Build AI Symptom Checker & Triage Assistant the way AI teams do: write the evaluation set first, then retrieval or tools, guardrails and honest accuracy numbers. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999
BeginnerAI FAQ & Helpdesk Assistant
Build AI FAQ & Helpdesk Assistant the way AI teams do: write the evaluation set first, then retrieval or tools, guardrails and honest accuracy numbers. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999- Beginner
AI Blog & SEO Content Studio
Build AI Blog & SEO Content Studio the way AI teams do: write the evaluation set first, then retrieval or tools, guardrails and honest accuracy numbers. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999 - Beginner
AI Social Media Caption Generator
Build AI Social Media Caption Generator the way AI teams do: write the evaluation set first, then retrieval or tools, guardrails and honest accuracy numbers. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999 - Beginner
Customer Churn Prediction System
Build Customer Churn Prediction System from a data audit and a baseline to a validated model, with error analysis and a model card. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999 
BeginnerRetail Sales & Demand Forecasting Platform
Build Retail Sales & Demand Forecasting Platform from a data audit and a baseline to a validated model, with error analysis and a model card. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999- Beginner
Handwriting & Document OCR Platform
Build Handwriting & Document OCR Platform from a data audit and a baseline to a validated model, with error analysis and a model card. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999 - Beginner
Face Recognition Attendance Platform
Build Face Recognition Attendance Platform from a data audit and a baseline to a validated model, with error analysis and a model card. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999 - Beginner
Customer Review Analytics Dashboard
Build Customer Review Analytics Dashboard: clean the data, model it, and ship a dashboard and insights memo that a manager can act on. You hand in: GitHub repo + live demo/Colab + README + metrics report.
120 h999
Topics covered in ai & data science internships
- AI Agents Development11
- AI Automation10
- AI Model Fine-Tuning11
- Artificial Intelligence10
- Big Data10
- Business Analytics10
- Computer Vision11
- Data Analytics11
- Data Engineering11
- Data Science11
- Deep Learning11
- Generative AI10
- LangChain10
- Large Language Models (LLMs)11
- MLOps11
- Machine Learning11
- Natural Language Processing (NLP)11
- OpenAI API Development10
- Power BI10
- Prompt Engineering10
- Retrieval-Augmented Generation (RAG)11
- SQL11
What you finish with
Deliverables that stand up to a recruiter's questions.
- End-to-end ML pipelines with evaluation metrics
- Generative-AI and agent projects using current tooling
- Analytics dashboards with business interpretation
- Reproducible notebooks and model cards
Your internship, step by step
- 1Register with your college and stream; sign in with a one-time code.
- 2Pick 3 ai & data science projects from 297 options.
- 3Build each one in the Playground with the AI tutor beside you.
- 4Submit: the AI grading engine scores your work and emails feedback.
- 5Pass all three and download your certificate and transcript; then take the 50-question assessment for a Letter of Appreciation.
Aligned to NEP 2020 and AICTE internship guidelines
FAQ
AI & Data Science internship questions.
Do I need a GPU?
No. Projects are sized to run on free tiers (Colab, Kaggle) or small datasets. Where a hosted model is needed, the brief points to free or trial APIs.
Which is the best AI & Data Science internship for students?
The best AI & Data Science internship is one that leaves you with work you can show. On Engineers Clinic you complete three real AI & Data Science industry projects, each graded criterion by criterion, and finish with a certificate and transcript employers can verify in one click.
Is this AI & Data Science internship online?
Yes. The whole internship runs online from the Engineers Clinic dashboard: you choose three AI & Data Science projects, build them with AI help, and submit from anywhere in India or abroad. It is 12 weeks long and designed for NEP 2020 / AICTE internship credit.
Do I get a certificate?
Yes. When all three projects pass you receive an Internship Certificate and a Technical Transcript with a QR code that opens a public verification page. Passing the 50-question assessment also earns a Letter of Appreciation.
How many attempts do I get?
Five graded attempts per project. Each attempt returns a rubric score and written feedback, so you know exactly what to fix.
Can I get a job after this internship?
Certified students can choose to be visible to verified employers, who hire into full-time and internship-with-PPO roles and see your project grades. Offers are the employer's decision; Engineers Clinic does not guarantee placement.
What does it cost?
Creating an account and browsing projects cost nothing. Internship projects are priced per project in your local currency, and students at partner colleges often have their seat paid for by the college.
Start your ai & data science internship today.
Projects from your own stream, AI feedback within minutes of every submission, and a QR-verified certificate.