kriti bhardwaj / AI-ML Engineer
Working with data and machine learning fundamentals. Focused on understanding patterns, building models, and solving problems through hands-on practice.
About me
About
Started with Python and gradually moved into data analysis, visualization, and machine learning fundamentals. Built a clear understanding of how data is processed, cleaned, and transformed before applying models.
Worked with tools like Pandas and NumPy for data handling, and used visualization techniques to better understand patterns and trends. Learned core machine learning concepts including feature engineering, data preprocessing, and basic model building.
Continuously practicing with different datasets to strengthen understanding and improve decision-making with data. Focused on writing clean code, understanding the logic behind algorithms, and building a solid foundation for more advanced work.
Projects
Laptop Price Predictor
Predicting market prices for laptops using machine learning.
Machine Learning
A Streamlit app for estimating laptop prices from user-selected specs and hardware configuration.
Tech stack
Customer Churn Analysis
Identifying at-risk customers and optimizing retention using machine learning.
Machine Learning
A churn analysis project focused on identifying at-risk customers and supporting retention decisions with data.
Tech stack
E-Commerce Analysis
Gaining data-driven insights to optimize sales performance and customer experience.
Data Analysis
An e-commerce analysis project focused on uncovering sales patterns and customer behavior through visual insights.
Tech stack
Tech stack
Selected node
Machine Learning
Model building, preprocessing, feature engineering, and learning the fundamentals with clarity.
Data Analysis
Cleaning data, finding patterns, and using visual exploration to support better decisions.
Developer Tools
Daily tools used for practice, experimentation, version control, and a clean workflow.
Contact
Open to collaborations, projects, and meaningful ideas.