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DilrajS/README.md

Dilraj Sandhu

aboutMe.gif I'm Dilraj, a passionate software developer specializing in AI and machine learning technologies. With a focus on developing full-stack AI applications, I am always on the lookout for innovative ways to integrate AI into everyday solutions. My journey has been marked by a constant quest for learning and applying new technologies to solve real-world problems. I believe in the power of AI to transform industries and strive to contribute meaningful advancements to this field. Holding a BS in Cognitive Science with a specialization in Machine Learning and Neural Computation, I aim to deepen my expertise and make significant contributions to the ML community.

Current Projects

  • ZeroToHeroML: A comprehensive guide and interactive platform for learners to transition from novices to experts in machine learning.
  • FlashAI: A web app that transforms notes into AI-powered flashcards, leveraging OpenAI's GPT for efficient study methods.
  • Prompt Engineering Assistant Chatbot: A tool designed to help users craft effective prompts for Large Language Models, emphasizing fine-tuning and data synthesis.
  • PromptCraft: An exploration into prompt engineering, sharing insights and techniques for interacting with AI models. This project represents my most recent completion, encapsulating advanced techniques and practical applications in prompt engineering.
  • Spotify Song Popularity Prediction: Utilizing Spotify's dataset to predict song popularity based on audio features with machine learning models.

techStack.gif

Machine Learning/AI

  • Python, TensorFlow, PyTorch, Keras, scikit-learn, NumPy, Pandas, Matplotlib, Plotly, mlflow
  • Experience with Llama 2 and OpenAI's GPT models

Frontend Development

  • HTML5, CSS3, JavaScript, React, Next.js

Backend Development

  • Node.js, Flask, Django

Database Technologies

  • SQL

DevOps & Cloud

  • AWS, Nginx

Others

  • Git, Markdown, JIRA, Asana, Adobe Creative Cloud

contact.gif

I am open to collaboration on projects that leverage AI for educational and productivity enhancements. If you're interested in discussing potential opportunities or have a project in mind, feel free to reach out.

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Looking Forward

In my machine learning journey, I am eager to deepen my understanding and explore the fields of natural language processing and the promising realm of computer vision. My ambition is to carve out a rewarding career in ML, driving forward with innovative solutions that stretch the boundaries of AI's capabilities. Engaging with the open-source community and sharing insights with fellow tech enthusiasts remain key facets of my professional development path.

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  1. ZeroToHeroML ZeroToHeroML Public

    ZeroToHeroML is your hands-on guide to mastering ML/AI via interactive Google Colab projects. From basics to advanced, tackle real-world problems through structured projects, quizzes, and a curated…

    Jupyter Notebook 19 5

  2. FlashAI FlashAI Public

    FlashAI is at the forefront of transforming study habits for high school and college students by turning their notes into dynamic, interactive flashcards. Utilizing cutting-edge AI technologies, in…

    2

  3. PromptCraft-Mastering-AI-Communication PromptCraft-Mastering-AI-Communication Public

    A comprehensive guide to crafting effective prompts for AI tools like ChatGPT and Google Bard. This project explores techniques for generating specific, accurate responses from AI, integrating pro…

    4

  4. Prompt-Engineering-Assistant-Chatbot Prompt-Engineering-Assistant-Chatbot Public

    GPT The Prompt Engineering Assistant Chatbot helps users craft effective prompts for GPT-3 and GPT-4, showcasing skills in fine-tuning, prompt engineering, data synthesis, and more. It's a user-fri…

    Python 1

  5. Machine-Learning-by-Stanford-University Machine-Learning-by-Stanford-University Public

    Welcome to my Stanford Machine Learning Course repository! This repository is a comprehensive collection of my work and achievements as I journey through Stanford University's online Machine Learni…

    MATLAB 3 2

  6. Spotify-Song-Popularity-Prediction Spotify-Song-Popularity-Prediction Public

    Using Spotify's dataset, this project predicts song popularity from audio features like danceability, energy, and tempo. Machine learning models analyze these characteristics' impact on popularity,…

    Jupyter Notebook 1