In this solution, we offer a novel approach to sustainable finance by combining NLP techniques and news analytics to extract key strategic ESG initiatives and learn companies' commitments to corporate responsibility

The Swiss Army Knife of Applied Quantum Technology (Experimental Tech)

Shows how banks can modernize their risk management practices by back-testing, aggregating and scaling simulations by using a unified approach to data analytics with the Lakehouse.

Equity Beta Calculation and CAPM

My Financial Industry ML Applications and Credit Risk models for my final project in the Financial Engineering masters program.

In this series of notebooks centered around geospatial analytics, we demonstrate how Lakehouse enables organizations to better understand customers behaviours, no longer based on who they are, but how they bank, no longer using a one-size-fits-all rule but a truly personalized AI

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Using Apache tika and tesseract to extact text from any document

This series of notebooks shows how the Lakehouse for Financial Services enables banks, open banking aggregators and payment processors to address the challenge of merchant classification

In this regulatory reporting solution accelerator, we demonstrate how Delta Live Tables can guarantee the acquisition and processing of regulatory data in real time to accommodate regulatory SLAs. With Delta Sharing and Delta Live Tables combined, analysts gain real-time confidence in the quality of regulatory data being transmitted.

In this solution accelerator, we build a data asset that captures a full picture of the consumer and goes beyond traditional demographics, income, product and services (who you are) and extends to transactional behavior and shopping preferences (how you bank)

In this solution accelerator, we demonstrate a novel approach to consumer analytics by combining core mathematical concepts with engineering best practices and state of the art optimizations techniques to better model customers' behaviors and provide millions of customers with personalized insights

This repository contains a demo application showcasing the use of AI-driven alternative credit scoring. It leverages generative AI to explain credit card application rejections and provides tailored credit product recommendations using MongoDB Vector Search.

By applying transfer learning on pre-trained neural networks, we demonstrate how Databricks helps insurance companies kickstart their AI/Computer Vision journey towards claim assessment and damage estimation.

Foundation Services that power the decisions behind financial and healthcare solutions

Nasdaq Data Link Digital Assets is a part of Nasdaq's Investment Intelligence suite of products, designed to provide significant value to customers in making informed decisions. As the creator of the world's first electronic stock market, Nasdaq technology powers more than 70 marketplaces in 50 countries, and one in ten of the world's securities tr

View my industry practicum for predicting amazon profitability and trade optimization using SKU bundling strategy - for a New York based Fortune 200 CPG company's ECommerce Analytics and Insights team

Manufacturing Execution System based on iplus-framework

This repository powers the backend for Leafy Bank, a demo banking application designed to showcase modern financial services technology. It manages account operations such as opening and closing accounts, utilizing MongoDB to ensure secure and efficient data processing.