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sidharth72/README.md

Hi there! 👋

Welcome to my GitHub profile! I'm a passionate Machine Learning & Deep Learning Engineer from India, focused on building intelligent systems that bridge theory and real-world applications. Here's a bit about me:

🚀 Current Focus

  • Machine Learning & Deep Learning: Developing cutting-edge solutions in Computer Vision, Natural Language Processing, and Reinforcement Learning.
  • Fine-tuning LLMs: Experimenting with fine-tuning models for task-specific applications.
  • Mathematics for AI: I like to dive deep into the mathematical implications of Algorithms and Models.

💡 Interests

  • Conversational AI: Designing AI systems that can understand and generate human-like responses for engaging user experiences.
  • Cloud-Based AI Deployment: Optimizing neural networks like CNNs for cloud services like AWS Lambda, even in GPU-less environments.
  • AI-Driven Platforms: Building platforms like AIDA and JobSum to enhance productivity and empower users with actionable insights.
  • Open Source Contributions: Sharing knowledge and contributing to the community by writing articles, blog posts, and tutorials on Machine Learning.

🤖 Skills

  • Programming: Python, PyTorch, TensorFlow, Keras
  • Model Optimization: QLoRA, LoraConfig for LLMs
  • Cloud & Deployment: AWS (EC2, Lambda), Docker, Certbot
  • Mathematics: Linear Algebra, Probability, Statistics, Measure Theory

🌐 Let’s Connect!

I love collaborating on innovative AI projects and exploring new challenges. Feel free to connect with me or check out my repositories to see what I'm working on!

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  1. JobSum JobSum Public

    JobSum is a job summarization and interactive app build using streamlit designed to make your job search process easier and more efficient

    Python 3

  2. TradoAI-DRL TradoAI-DRL Public

    Jupyter Notebook 2

  3. YouTube-summarizer-and-chat YouTube-summarizer-and-chat Public

    A two-in-one chatbot app that can help us summarize a YouTube video and ask follow-up questions

    Python 2

  4. Data-Structures Data-Structures Public

    The complete Python Code for all sorts of popular data structures and algorithms

    Python 1

  5. Machine-Learning-Algorithms-From-Scratch Machine-Learning-Algorithms-From-Scratch Public

    This is a repository that contains the Implementation of some of the most popular machine learning algorithms from scratch

    Jupyter Notebook 1

  6. EDA-Exploratory-Data-Analysis EDA-Exploratory-Data-Analysis Public

    Jupyter Notebook