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I'm a passionate and creative developer who loves to explore new technologies and create amazing projects.
- π 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.
- π 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.
- π» 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.
- π I have my own website: https://kishorekumar.live , where I showcase my portfolio, blog, and resume.
- π 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.
Kutty Python Package for Data Science ππ
Fabricated Kutty for streamlined data cleaning, visualization, and time series analysis in Python.
π οΈ Handled missing values and outlier detection.
π Developed interactive visualizations for better data understanding.
π§Ή Simplified data cleaning processes with intuitive functions.
β³ Integrated time series analysis tools for comprehensive data insights.
Mood-Driven Music Recommendation Tool πΆπ€
Developed a web app using advanced LLMs to recommend songs based on user emotions.
π€ Leveraged models like Mixtral-8x7b, Llama3-70b, Llama3-7b, and Gemma-7b for personalized song suggestions.
π Implemented a chat interface and questionnaire to infer recommendations based on emotional trends.
π Managed datasets with emotional criteria, song lyrics, and Spotify URLs for comprehensive insights.
π Provided both local installation and Docker options, with an open-source codebase inviting community contributions.
Predictions using Machine Learning ππ
Led projects in stock market, heart disease, churn, and house price prediction, emphasizing machine learning techniques.
π Implemented experiment tracking for model performance.
β
Ensured adherence to coding standards like Flake 8.
π€ Utilized various machine learning algorithms for accurate predictions.
π§Ή Conducted thorough data preprocessing and feature engineering.
Control and Monitoring of IoT Devices Using Mixed Reality ππ²
Developed AR systems integrated with wireless technology and IoT for smart interactions with physical objects.
π οΈ Designed AR applications on platforms like Unity.
π Enabled seamless control of IoT operations through human actions (e.g., turning a doorknob).
π₯οΈ Enhanced user experience with intuitive AR interfaces.
π‘οΈ Integrated sensor data to trigger IoT device actions in response to environmental changes.
3D Animation Proficiency π₯ποΈ
Demonstrated expertise in 3D modeling, rigging, rendering, and animation using various tools.
π Featured creative projects on personal website.
π¨ Showcased technical and artistic mastery in animation projects.
π οΈ Utilized tools like Blender, Unity, and Unreal Engine for diverse projects.
πΉοΈ Created detailed character models and dynamic animations.
- π· Photography and Editing
- π οΈ Tools: Photoshop, Adobe Premiere Pro, After Effects.
- π¨ Website Design: Proficient in HTML, CSS, Bootstrap, and React.
- π» Programming languages: Python, JavaScript, Node.js, C#, C++
- π Web development: HTML, CSS, Bootstrap, React, Express, MongoDB
- π Data science: NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, TensorFlow, Keras
- π₯ 3D animation: Blender, Unity, Unreal Engine, Character Creator 4, iClone 8
- π§ Other tools: Git, GitHub, VS Code, Jupyter Notebook, Google Colab, Azure, HoloLens
- π§ Email: [email protected]
- π¬ LinkedIn: https://www.linkedin.com/in/kishorekumar3251/
- π Ύ Instagram: https://www.instagram.com/kutty__kishore/