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Mohammad Ahsan Siddiqui's Projects

churn-prediction-for-a-telecom-company icon churn-prediction-for-a-telecom-company

I used various statistical methods, machine learning algorithms, and visualization to extract insights from a telecom company’s dataset. The final outcome was a report on the findings.

minimize-collisions-in-hash-table icon minimize-collisions-in-hash-table

The purpose of this project was to find out which probing technique resulted in the least number of collisions of our dictionary words. I have not used any built-in data structure of Java in this project. Instead, I wrote the entire code for each data structure used.

sales-commission-aspect-of-an-erp-system icon sales-commission-aspect-of-an-erp-system

In spring 2021, I took enterprise resource planning as a course at my university. My instructor asked every student of the class to build a web app that should function like an aspect of a large and complex ERP system.

spam-text-classifier icon spam-text-classifier

I created this project for an introductory level course of artificial intelligence at my university. We created 4 models in total for spam text classification and compared their accuracies and F-scores. For more details of this project, go through the "Presentation on the project.pptx" file.

toads-and-frogs-puzzle-optimal-solution icon toads-and-frogs-puzzle-optimal-solution

Toads and Frogs Puzzle is an interesting problem that can be solved with graph data structure. To solve this problem, I have written the entire code of directed graph data structure in Java on my own. I used breadth first search and trace-back shortest path algorithm to find the optimal solution to the original problem.

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