Mohamed Ansar.A

I am seeking an entry-level position at a software company where I can leverage my strong analytical and communication skills, along with my deep programming knowledge. This role should offer the opportunity for growth, allowing me to advance to a senior software developer position within the next five years and contribute to a range of software-based projects.

PROJECT -1

Sales Price Prediction Using Linear Regression

• Identified the sales price prediction by working on the dataset and by using linear regression.
• For analysis of data, used NumPy and Pandas packages.
• Training set and Testing set was split from the given dataset and processed.

Tools: Python, NumPy, Pandas, Matplotlib .

PROJECT -2

Predicting Movie review using Naive Bayes 

• Algorithm simplifies classification tasks and provide powerful results.
• I use the stopwords method to eliminate unimportant words from the review and focus on the critical ones.
• In the next step, we train and test the model to determine whether the model is good or bad.

Tools: Python, NumPy, Pandas, Matplotlib, sikitlearn.

PROJECT -3

Clustering Mall Customers Data set using K-Means

• My project uses K means clustering to identify customer groups based on their annual income and spending score.
• Using Elbow and WCSS method, I find K values and then centroids.
• Based on my model, I found the K value to be five and then split it into five clusters using visualizing the results.

PROJECT -4

POWERBI

• Analyze data in Power Query Editor.
• Data Filters & Sorting.
• Chart Visualization (Bar, Pie chart, Line & Area charts).
• Matrix with Reporting Dashboard.
• Data table and Charts with interactions.