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How to Create Great User Stories For Your Mobile App
How to Create Great User Stories For Your Mobile App BlogMobile Application

How to Create Great User Stories For Your Mobile App

Learn how to create effective user stories for your mobile app that will engage your…
ahmeree@gmail.com
ahmeree@gmail.com10 July 2023
App software
10 Best App Building Software of 2023 Mobile Application

10 Best App Building Software of 2023

Discover the top 10 app building software of 2023 that can help you create amazing…
ahmeree@gmail.com
ahmeree@gmail.com10 July 2023
What is Agile Development?
What is Agile Development? Glossary

What is Agile Development?

Agile development has emerged as a highly popular and effective approach to software engineering in…
ahmeree@gmail.com
ahmeree@gmail.com8 July 2023
The Inefficiencies of Automation: Is It Worth It?
The Inefficiencies of Automation: Is It Worth It? Blog

The Inefficiencies of Automation: Is It Worth It?

Discover the potential downsides of relying too heavily on automation in your business operations.
ahmeree@gmail.com
ahmeree@gmail.com7 July 2023
Accounting Software for Banks (With Analysis)
Accounting Software for Banks (With Analysis) Accounting Software

Accounting Software for Banks (With Analysis)

Discover the best accounting software options for banks and financial institutions in this comprehensive analysis.
ahmeree@gmail.com
ahmeree@gmail.com7 July 2023
Best General Ledger Software for 2023 - Why is it important?
Best General Ledger Software for 2023: Importance and Benefits Blog

Best General Ledger Software for 2023: Importance and Benefits

Discover the top 10 general ledger software options for 2023 in this comprehensive guide.
ahmeree@gmail.com
ahmeree@gmail.com7 July 2023
7 Best Mobile App Development Agencies in California  Mobile ApplicationSoftware Development

7 Best Mobile App Development Agencies in California 

Custom app development is essential if you're a business owner looking to compete more aggressively…
ahmeree@gmail.com
ahmeree@gmail.com7 July 2023
A laptop with a stack of books and a calculator
10 Top Rated Accounting Software for Small Businesses Accounting Software

10 Top Rated Accounting Software for Small Businesses

Are you a small business owner looking for the best accounting software to manage your…
ahmeree@gmail.com
ahmeree@gmail.com7 July 2023
Importance of Financial Analysis Software
10 Best Financial Analysis Software for 2023 Software Development

10 Best Financial Analysis Software for 2023

Discover the top 10 financial analysis software tools for 2023 that can help you streamline…
ahmeree@gmail.com
ahmeree@gmail.com7 July 2023
The Financial Close Process: Definition, Process, and Tools
The Financial Close Process: Definition, Process, and Tools Solutions

The Financial Close Process: Definition, Process, and Tools

Learn about the financial close process, including its definition, step-by-step process, and the tools needed…
ahmeree@gmail.com
ahmeree@gmail.com7 July 2023
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Software Development

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  • ERP: Netsuite
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Design and Testing

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  • Software Testing
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  • DevOps
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Enhancing Data Record Accuracy in Emerging Markets

Dun & Bradstreet’s South Asia Middle East Africa division faced challenges with accuracy in 25 million data records across diverse languages like Arabic and French.
This study details the technical approach taken to effectively address these issues.

Challenge:

Improving data accuracy across multilingual datasets while minimizing manual effort presented significant technical hurdles.

Solution:

1. Evaluating & Selecting Language Models:
– Compared Large Language Models (LLMs) such as Gemini and OpenAI for parsing accuracy, speed, cost efficiency, translation quality, and scalability.

2. Implementing and Optimizing the Data Pipeline:
– Developed a robust data pipeline using Python on a Google Notebook.
– Utilized advanced techniques like prompt engineering to refine data processing workflows.

Data Processing Activities:

– Data Transformation: Systematically normalized, standardized, and corrected data records.
– Data Enrichment: Enhanced data with additional relevant information.
– Validation: Automated validation flags to enhance data reliability.
– Translation: Applied advanced translation algorithms for non-English data.
– Geographical Focus: Initially focused on Pakistan, expanding to other regions.
– Cost Efficiency: Managed processing costs effectively via tokenization (at approximately $200 per 1 million entries).

Outcome:

Through meticulous technical implementation, Dun & Bradstreet significantly enhanced data record accuracy and operational efficiency, leveraging prompt engineering and innovative approaches to deliver reliable insights for informed decision-making in emerging markets.