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shashankmravindra/README.md

👋 Hi, I'm Shashank Ravindra

🚀 Robotics Engineer turned Machine Learning enthusiast, passionate about solving real-world problems with data, algorithms, and intelligent systems.


👨‍💻 About Me

  • 🌍 Based in Denmark, exploring the intersection of robotics and AI
  • 💡 Currently building a machine learning system for chart pattern recognition
  • 🤖 Background in ROS2 and autonomous systems
  • 📚 Actively learning and applying ML & AI in practical domains like finance and robotics

💹 Current Projects: Investment Pattern Recognition with ML

I'm actively developing a machine learning project that identifies and models patterns in historical investment data. The goal is to create intelligent, data-driven insights to support smarter financial decision-making.

Project Highlights:

  • 📊 Analyzing historical stock prices (OHLCV data)
  • 🧠 Training classification and regression models to detect patterns
  • 🛠️ Tools: Python, Scikit-learn, Pandas, Plotly, TensorFlow, Jupyter
  • 📈 Visualizing trends, backtesting strategies, and forecasting signals
  • ⚙️Time-series data processing, feature engineering, and model evaluation
  • 🚀Goal: Build an intelligent assistant for smarter pattern recognition

🧠 Technical Interests & Stack

💡 Interests:
Machine Learning, Time Series Analysis, AI for Finance, Autonomous Systems


🤖 ROS2 Navigation Stack

  • 🔄 Exploring robot path planning and navigation using ROS2 and Gazebo
  • 🛠️ Forked and contributed to core ROS2 projects like navigation2 and launch_ros

🧰 Tech Stack

Languages: Python, C++
ML Frameworks: Scikit-learn, TensorFlow, PyTorch
Data Tools: Pandas, NumPy, Jupyter, Matplotlib, Seaborn
Dev Tools: Git

🧭 2025 Goals

  • 🚀 Deploy an AI-powered investment assistant (Streamlit or Flask app)
  • 🤝 Collaborate on open-source ML/AI research or tools
  • 🧪 Experiment with LSTMs & reinforcement learning for time series

Popular repositories Loading

  1. navigation2 navigation2 Public

    Forked from ros-navigation/navigation2

    ROS2 Navigation

    C++

  2. launch_ros launch_ros Public

    Forked from ros2/launch_ros

    Tools for launching ROS nodes and for writing tests involving ROS nodes.

    Python

  3. launch launch Public

    Forked from ros2/launch

    Tools for launching multiple processes and for writing tests involving multiple processes.

    Python

  4. ros2_documentation ros2_documentation Public

    Forked from ros2/ros2_documentation

    ROS2 docs repository

    Python

  5. rosidl rosidl Public

    Forked from ros2/rosidl

    Packages which provide the ROS IDL (.msg) definition and code generation.

    Python

  6. navigation2-release navigation2-release Public

    Forked from ros2-gbp/navigation2-release

    Bloom Release Repository for the Navigation2 Metapackage https://github.com/ros-planning/navigation2