Keyword Extraction Tool

Keyword extraction is tasked with the automatic identification of terms that best describe the subject of a document. Keywords are the terms that represent the most relevant information contained in the document. Methods for automatic keyword extraction can be supervised, semi-supervised, or unsupervised.

Tech stack: Python, Flask, NLP, SQL

Image Comparison Tool

Aim: Create an Image Comparison Tool which Identifies duplicate images to increase processing speed.
Impact: This module has 2 APIs which are used using azure functions and azure queues along with OpenCV for image comparison and Cron Jobs for scheduling. It improved the efficiency by 66% and is now at an accuracy of 99.7%.

Tech stack: Python, Azure Functions, Azure Queues, SQL(SSMS), OpenCV

Rule-Based Recommendation Tool

Aim: Develop a rule-based recommendation tool for retailers to optimize offers.
Impact: The recommendation tool gives retailers insights into the frequency of promotions, the optimal price range of the product, and the product placement in promotional flyers. The tool helps retailers plan product promotions by comparing data points across multiple competitors.

Tech stack: Python, SQL(SSMS), PowerBI, Data Analysis