Welcome to my GitHub profile! I'm a Data Scientist and Machine Learning Enthusiast with a knack for solving real-world problems through data-driven solutions. I have experience working in industries like marketing and real estate, helping teams make informed decisions through data analysis, predictive modeling, and AI tools.
- Programming Languages: Python, SQL, R, JavaScript (Node.js, Express.js)
- Data Analysis: Pandas, NumPy, Matplotlib, Seaborn
- Machine Learning: Scikit-learn, TensorFlow, Keras
- Deep Learning: CNNs, Neural Networks
- Databases: MySQL, PostgreSQL
- Cloud Services: AWS (EC2, Lambda, SageMaker, S3)
- Web Frameworks: FastAPI, Streamlit
- Convolutional Neural Networks (CNNs) for image processing
- FastAPI for deploying machine learning models
- Advanced Data Analysis techniques in Python
I have worked with both marketing and real estate teams to improve their business strategies through data analysis and model building. My machine learning expertise spans across multiple domains, where I developed predictive models, handled large datasets, and deployed scalable solutions using cloud services like AWS.
Some key highlights of my experience include:
- Developing predictive models to analyze marketing data and forecast trends.
- Building real estate forecasting models to assist with key business decisions.
- Collaborating with cross-functional teams to implement data-driven solutions that directly impact business outcomes.
- Stock Market Prediction Model: Developed pipelines and machine learning models for stock price prediction using Yahoo Finance data.
- Potato Disease Detection: Implemented a CNN model in TensorFlow for detecting blight in potatoes.
- Version Control: Git, GitHub
- Cloud Computing: AWS (EC2, Lambda, SageMaker, S3)
- Development: Node.js, Express.js, JupyterLab, Visual Studio Code, PyCharm
- Data Visualization: Matplotlib, Seaborn, Plotly
I'm passionate about the intersection of data science and technology. I enjoy building machine learning models that not only provide insights but also have a real-world impact. Currently, I'm delving deeper into AI and deep learning with a focus on deploying scalable solutions.
📧 Email me at: usmanumar92@gmail.com