Hi! 👋 I'm Ram Narayan Gupta, a passionate learner and aspiring Data Science and Machine Learning Enthusiast. Currently, I am pursuing my B.Tech in Computer Science and Engineering at Raja Balwant Singh Engineering Technical Campus, Agra (AKTU).
🔭 I’m interested in data science and machine learning. I love experimenting with data and creating models that can solve real-world problems. I am always excited to learn new concepts and technologies.
💼 Current Projects:
- Titanic Survival Prediction System (TSPS)
- Working On Wind Speed Prediction System (WSPS)
👨💻 Tech Stack:
- Languages: Python, Java, C
- Libraries & Tools: Pandas, NumPy, Matplotlib, Seaborn, SciPy, Scikit-learn, Plotly
- Frameworks: Streamlit
- Data Science: Data Cleaning, Data Visualization, Predictive Modelling, Data Manipulation, Data Handling
✨ Fun Facts:
- I enjoy solving complex problems and turning them into elegant solutions.
- I am constantly exploring new technologies and applying them in my projects.
- I believe in continuous learning and collaboration with others to bring fresh ideas to the table.
- Data Cleaning & Preprocessing: I am proficient in preparing raw data for analysis, including handling missing values, normalization, and data transformation.
- Exploratory Data Analysis (EDA): With Matplotlib and Seaborn, I dive deep into datasets to uncover hidden insights and trends.
- Machine Learning: I build and deploy models using Scikit-learn and evaluate their performance to ensure accurate predictions.
- Data Visualization: I create insightful and interactive visualizations using tools like Plotly and Streamlit to make data-driven decisions easy to understand.
Here are some of the projects I'm currently working on:
- Titanic Survival Prediction System (TSPS): The TSPS is a machine learning-based model designed to predict whether a passenger survived or not aboard the ill-fated RMS Titanic.
- Wind Speed Prediction System (WSPS): It's a smart system to predict wind speed using ML. Provides wind speed outputs in m/s and km/h with different altitudes.
I’m always open to collaborating on interesting projects, especially those involving data science and machine learning. If you want to connect, feel free to reach out via the links above!
