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How to Land Your First Job as an AI/ML or Full Stack Developer: A Guide for Fresh Graduates

Lakshitha Vimuth
4 min readDec 20, 2024

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Breaking into the tech industry as a fresh graduate can feel overwhelming, especially in competitive fields like Artificial Intelligence (AI), Machine Learning (ML), or Full Stack Development. The good news? Companies are constantly looking for enthusiastic, skilled, and innovative entry-level professionals.

This guide will walk you through actionable steps to boost your chances of landing that dream role, even with limited experience.

Step 1: Build a Strong Portfolio

Your portfolio is your first impression. For AI/ML or Full Stack roles, it’s crucial to showcase your skills with tangible projects.

For AI/ML Developers

Kaggle Competitions: Participate in Kaggle challenges and display your solutions on GitHub. Even small contributions show initiative.

Projects to Include:

  • Image classification using TensorFlow or PyTorch.
  • Natural language processing (NLP) tasks like sentiment analysis with Hugging Face.
  • Recommendation systems for e-commerce.

Tools to Highlight:

  • Frameworks: TensorFlow, Scikit-learn, PyTorch.

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Lakshitha Vimuth
Lakshitha Vimuth

Written by Lakshitha Vimuth

Bio-Medical Research Engineer | Emerging AI and ML Specialist | Passionate in Python & Image Processing | Aspiring Data Scientist

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