Vigyata.AI
Is this your channel?

14 Projects I Built to Land My First Machine Learning Internship

27.2K views· 1,558 likes· 8:52· Jan 11, 2026

🛍️ Products Mentioned (13)

Just a few years ago, I was 18 and applying to my first machine learning internship with zero experience, getting rejected left right and center. Now at 22, I’ve had multiple machine learning jobs, and earned more than I ever expected, all while still being in school. In this video, I want to talk about which ML and AI projects I built that landed me my first machine learning internship at a top startup. Unlimited projects in Machine Learning and AI - https://www.educative.io/courses/building-advanced-deep-learning-nlp-projects?aff=BqRd (72% off, additional 10% off with my code BqRd) Project links as mentioned in the video: 1. https://youtu.be/Ho7WQBMQ038?si=5U9BcXnghWpU061M 2. https://youtu.be/1ZhBWDdRn6o?si=JvM6oKr4H_0GYtZc 3. https://www.educative.io/projects/build-a-job-hunt-agent-workflow-with-crewai-and-python?aff=BqRd 4. https://www.educative.io/path/mastering-image-classification?aff=BqRd 5. https://www.educative.io/projects/build-an-ai-travel-planner-with-multi-agent-a2a-protocol?aff=BqRd 6. https://www.educative.io/projects/develop-a-multi-agent-research-assistant-using-autogen?aff=BqRd 7. https://www.educative.io/projects/collaborative-filtering-recommendation-system?aff=BqRd 8. Language Model from scratch 9. https://youtu.be/F-0Gzb2GbxI?si=bQTsBXk16qvldbyh and https://youtu.be/i5kDh35sJ9M?si=x1h3YpK3uPeCiLGM 10. https://www.educative.io/projects/build-an-ai-financial-analyst-assistant-using-dspy-and-flask?aff=BqRd 11. https://www.educative.io/courses/building-a-machine-learning-pipeline-from-scratch?aff=BqRd 12. https://www.educative.io/projects/build-a-crewai-agentic-workflow-using-github-mcp-server-tools?aff=BqRd 13 and 14. https://www.educative.io/courses/building-advanced-deep-learning-nlp-projects?aff=BqRd (countless more projects) More educative.io links to explore: https://www.educative.io/learn-to-code https://www.educative.io/paths https://www.educative.io/cloudlabs https://www.educative.io/mock-interview #machinelearningengineer #machinelearning #datascience #artificialintelligence #machinelearningjobs #machinelearningresources #programming #projects

About This Video

When I first started out, I was honestly… stupid. I was 18, applying to my first ML internship with zero experience and getting rejected left, right, and center—because I kept building the same boring “everyone has it” projects like MNIST, Titanic, and basic sentiment analysis. In this video, I break down the 14 projects I built (and what I’d build today) that are actually recruiter-friendly and “unemployment-proof” for landing ML/AI internships and jobs in 2026. I also rate every project on difficulty, resume value, learning value, and real-world impact—because recruiters care a lot about impact. I start with fundamentals like linear regression from scratch and a housing price predictor (amazing for learning, basically useless on a resume). Then I move into what really moves the needle: agentic systems and real APIs—like a multi-agent job search system with CrewAI, a travel planner using Google’s A2A protocol, and a multi-agent research assistant with AutoGen. I also cover a recommendation system, a language model from scratch (great learning, low differentiation), the Amazon ML Challenge, a DSPy + Flask AI financial analyst, a full MLOps pipeline, and an agentic dev workflow using GitHub MCP server tools. My goal is simple: help you build projects that look like real industry work—and get hired.

Frequently Asked Questions

🎬 More from Sreemanti Dey