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dip051030/README.md

๐Ÿ‘‹ Hi, I'm Dip Kandel!

Machine Learning Enthusiast & Learner | AI Enthusiast | Data Science Explorer

I'm a passionate CS student specializing in AI/ML, turning complex data into meaningful insights and building intelligent systems that solve real-world problems. Currently diving deep into advanced ML algorithms and exploring the fascinating world of LLMs and transformers.

๐Ÿš€ What I Do

  • ๐Ÿค– Machine Learning & Deep Learning - Building predictive models and neural networks
  • ๐Ÿ“Š Data Science & Analytics - Extracting stories from data through EDA and statistical modeling
  • ๐Ÿงฎ Mathematical Modeling - Applying advanced math concepts to solve ML problems
  • ๐Ÿ—ฃ๏ธ Natural Language Processing - Working with text data and language models
  • ๐Ÿฅ AI Applications - Developing solutions for healthcare and document processing
  • ๐Ÿš€ Model Deployment - Taking models from notebooks to production

๐Ÿ› ๏ธ Tech Stack

Languages & Frameworks: Python TensorFlow PyTorch scikit-learn

Data Tools: Pandas NumPy Matplotlib Seaborn

Development: Jupyter VS Code Git GitHub

๐ŸŽฏ Featured Projects

๐Ÿฅ DermaVision AI Platform

AI-powered skin disease detection system using computer vision and deep learning

  • Tech: TensorFlow, Computer Vision, Medical AI
  • Impact: Healthcare accessibility improvement

๐Ÿ“„ Document Classification System

Multimodal deep learning system for banking document classification

  • Tech: PyTorch, NLP, Computer Vision, Hybrid ML Models
  • Focus: RNN/LSTM + TF-IDF fusion techniques

๐ŸŽ“ Educational Framework Analysis

Comprehensive analysis of Australian early childhood education using data science

  • Tech: Statistical Analysis, Research Methodology
  • Domain: Educational Technology, Policy Analysis

๐Ÿ“Š GitHub Analytics

GitHub Streak

๐ŸŒฑ Currently Exploring

  • ๐Ÿ“š Large Language Models - LangChain, RAG systems, and prompt engineering
  • ๐Ÿ“ˆ Statistical Learning - Bayesian methods and advanced statistical modeling
  • ๐Ÿ” Research - Contributing to academic papers and open-source projects

๐Ÿ† Achievements & Learning

  • ๐Ÿ“š Academic Focus: Computer Science with AI specialization
  • ๐ŸŒ Location: Nepal
  • ๐Ÿ”ฌ Research Interests: Document Classification, Multimodal AI, Educational Technology

๐Ÿ’ฌ Let's Connect & Collaborate

I'm always excited to discuss ML projects, research opportunities, or potential collaborations!

Email LinkedIn Portfolio


๐Ÿ’ก "The best way to learn machine learning is to practice machine learning" - Andrew Ng

โญ Star my repositories if you find them helpful!

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  1. Chatbot-Helper Chatbot-Helper Public

    A chatbot designed to guide Nepali citizens through government services, procedures, and resourcesโ€”offering clear, accessible support for everything from official documents to public programs.

    Python

  2. Derma-Vision Derma-Vision Public

    Derma Vision is a Python Flask web app for detecting and analyzing skin conditions from uploaded images. Users can register, log in, upload skin photos, and receive automated analysis reports.

    HTML

  3. stha-sanket/Team_Incognito_Hack4Nepal stha-sanket/Team_Incognito_Hack4Nepal Public

    This is our automation project made during hack for nepal, NCIT college

    Python 1 2

  4. Mental_Health_bot Mental_Health_bot Public

    Forked from stha-sanket/Mental_Health_bot

    AlgoArena, A chatbot that gives mental support.

    Python