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I have built the computer vision models in 3 different ways addressing different personas, because not all companies will have a resolute data science team. quality-control manufacturing big-data-analytics jupyter-notebook cognitive services industry solutions
Bucketize an image based on exhaust data and AI generated data. industry-solutions azure azure machine learning services computer-vision big data big data analytics machine learning image recognition manufacturing quality control cognitive services
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.
Using Apache tika and tesseract to extact text from any document
This repo demonstrates a bank’s transaction clearing process, utilizing generative AI for real-time fraud detection and AML compliance, enhancing the detection of evolving fraudulent techniques.
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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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
Manufacturing Execution System based on iplus-framework
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.
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
An algorithmically enhanced hard-coded search software for searching through internal database of achieved projects for guiding employees across Kennametal aiming efficient worktime.
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.
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
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)
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.
Foundation Services that power the decisions behind financial and healthcare solutions
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
We demonstrate how FSI can leverage geospatial and graph analytics to anonymize card transaction data and monetize their assets to potential clients securely via delta sharing capability
This repository hosts the Agentic Framework, designed to accelerate the development of quick agent solutions from scratch.
Backend service for Retrieval-Augmented Generation (RAG) using AWS Bedrock, Superduper, and MongoDB Atlas Vector Search.
The demo showcases how MongoDB can revolutionize call center operations for insurance companies by converting call recordings into searchable vectors. This transformation allows agents to quickly access relevant information, improving customer service and enhancing customer satisfaction.
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.
This repository powers the backend for Leafy Bank, a demo banking application designed to showcase modern financial services technology. It handles digital payments and account transfers, utilizing MongoDB to ensure secure and efficient transaction processing.
Leafy Bank UI is the graphical user interface for our demo banking application, showcasing the integration of MongoDB's powerful features tailored for Financial Services.
This repository houses a complete Business Loan Risk Assessment demo, showcasing how to leverage MongoDB's multimodal capabilities and GenAI to evaluate loan risks.
Transform your driving experience with an AI-powered in-car voice assistant that delivers context-aware interactions, real-time diagnostics, and personalized recommendations.
Modernise insurance data models with MongoDB Relational Migrator. Refactor the OMG Party-Role Data Model effortlessly. Step-by-step tutorial inside!