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Hi, I'm Kishore Kumar πŸ‘‹ AI Engineer

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I'm a passionate and creative developer who loves to explore new technologies and create amazing projects.

About me

  • πŸŽ“ I have a bachelor's degree in electronics and communication engineering from Manakula Vinayagar Institute of Technology, India, where I learned the fundamentals of engineering and programming.
  • πŸŽ“ I'm currently pursuing a master's degree in artificial intelligence systems from EPITA, France, where I'm developing advanced skills and knowledge in machine learning, computer vision, natural language processing, and robotics.
  • πŸ’» I have experience in web development, data science, and 3D animation, which are some of the most exciting and innovative fields in the world of technology.
  • 🌐 I have my own website: https://kishorekumar.live , where I showcase my portfolio, blog, and resume.
  • πŸ“š I'm always learning new skills and tools to improve myself and my projects. I believe that learning is a lifelong journey and a source of joy.

My projects

Kutty Python Package for Data Science πŸ“ŠπŸ

Fabricated Kutty for streamlined data cleaning, visualization, and time series analysis in Python.
πŸ› οΈ Handled missing values and outlier detection.
πŸ“ˆ Developed interactive visualizations for better data understanding.
🧹 Simplified data cleaning processes with intuitive functions.
⏳ Integrated time series analysis tools for comprehensive data insights.

Mood-Driven Music Recommendation Tool πŸŽΆπŸ€–

Developed a web app using advanced LLMs to recommend songs based on user emotions.
🀝 Leveraged models like Mixtral-8x7b, Llama3-70b, Llama3-7b, and Gemma-7b for personalized song suggestions.
😊 Implemented a chat interface and questionnaire to infer recommendations based on emotional trends.
πŸ“Š Managed datasets with emotional criteria, song lyrics, and Spotify URLs for comprehensive insights.
πŸš€ Provided both local installation and Docker options, with an open-source codebase inviting community contributions.

Predictions using Machine Learning πŸ“‰πŸ”

Led projects in stock market, heart disease, churn, and house price prediction, emphasizing machine learning techniques.
πŸ“ˆ Implemented experiment tracking for model performance.
βœ… Ensured adherence to coding standards like Flake 8.
πŸ€– Utilized various machine learning algorithms for accurate predictions.
🧹 Conducted thorough data preprocessing and feature engineering.

Control and Monitoring of IoT Devices Using Mixed Reality πŸŒπŸ“²

Developed AR systems integrated with wireless technology and IoT for smart interactions with physical objects.
πŸ› οΈ Designed AR applications on platforms like Unity.
πŸ‘‹ Enabled seamless control of IoT operations through human actions (e.g., turning a doorknob).
πŸ–₯️ Enhanced user experience with intuitive AR interfaces.
🌑️ Integrated sensor data to trigger IoT device actions in response to environmental changes.

3D Animation Proficiency πŸŽ₯πŸ–ŒοΈ

Demonstrated expertise in 3D modeling, rigging, rendering, and animation using various tools.
🌐 Featured creative projects on personal website.
🎨 Showcased technical and artistic mastery in animation projects.
πŸ› οΈ Utilized tools like Blender, Unity, and Unreal Engine for diverse projects.
πŸ•ΉοΈ Created detailed character models and dynamic animations.

Additional Skills

  • πŸ“· Photography and Editing
  • πŸ› οΈ Tools: Photoshop, Adobe Premiere Pro, After Effects.
  • 🎨 Website Design: Proficient in HTML, CSS, Bootstrap, and React.

My skills

  • πŸ’» Programming languages: Python, JavaScript, Node.js, C#, C++
  • 🌐 Web development: HTML, CSS, Bootstrap, React, Express, MongoDB
  • πŸ“Š Data science: NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, TensorFlow, Keras
  • πŸŽ₯ 3D animation: Blender, Unity, Unreal Engine, Character Creator 4, iClone 8
  • πŸ”§ Other tools: Git, GitHub, VS Code, Jupyter Notebook, Google Colab, Azure, HoloLens

Contact me

kishorekumar's Projects

kutty-package icon kutty-package

python packages for simplifying the processes of data cleaning, visualization, and time series analysis

kuttyk icon kuttyk

python packages for Data Visualization.

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