Susan Walsh - The Classification Guru

The Classification Guru Ltd

I love improving the quality of procurement spend data, giving teams clarity so they can make better business decisions and cost savings.

Why not let me take the pain out of laborious data issues and make your life easier?

Whether it's a small or large data set, the accuracy can be improved by identifying classification errors, conflicts or gaps. I can provide a data verification service to efficiently find and correct these in a fraction of the time it would take you or a team member.

And a crucial part of having accurate data is also working with a comprehensive taxonomy, something that can be easily overlooked. I can provide a taxonomy development service to ensure you have all the vital areas covered for the greatest visibility - job done!

If you struggle with the time, resources or willingness to tackle your data, why not get in touch to see how I can make your life easier.

Founder/MD (Mistress of Data)

I love improving the quality of procurement spend data, giving teams clarity so they can make better business decisions and cost savings.

Why not let me take the pain out of laborious data issues and make your life easier?

Whether it's a small or large data set, the accuracy can be improved by identifying classification errors, conflicts or gaps.  I can provide a data verification service to efficiently find and correct these in a fraction of the time it would take you or a team member.

And a crucial part of having accurate data is also working with a comprehensive taxonomy, something that can be easily overlooked.  I can provide a taxonomy development service to ensure you have all the vital areas covered for the greatest visibility - job done!

If you struggle with the time, resources or willingness to tackle your data, why not get in touch to see how I can make your life easier.

Founder

Data Collaboration Alliance

I am a member of the Advisory Committee at the Data Collaboration Alliance, a nonprofit organization that’s dedicated to establishing CONTROL as the basis for meaningful Data Ownership and global Collaborative Intelligence. Our approach of eliminating data silos and copy-based data integration is similar to how societies already protect the value of their currency, identities, and intellectual property - and it works for data, too. My fellow advisors include the Executive Director of the Mozilla Foundation and the ex-CIO of Dropbox. I'm also a contributor to the Data Collaboration Community which offers open datasets, free tools, and free training in the data-centric skills of the future. Visit: https://www.datacollaboration.org/community

Advisory Committee / Instructor

Facet Publishing

Dirty data is a problem that costs businesses thousands, if not millions, every year. In organisations large and small across the globe you will hear talk of data quality issues. What you will rarely hear about is the consequences or how to fix it.

Between the Spreadsheets: Classifying and Fixing Dirty Data draws on classification expert Susan Walsh's decade of experience in data classification to present a fool-proof method for cleaning and classifying your data. The book covers everything from the very basics of data classification to normalisation, taxonomies and presents the author's proven COAT methodology, helping ensure an organisation's data is Consistent, Organised, Accurate and Trustworthy. A series of data horror stories outlines what can go wrong in managing data, and if it does, how it can be fixed.

After reading this book, regardless of your level of experience, not only will you be able to work with your data more efficiently, but you will also understand the impact the work you do with it has, and how it affects the rest of the organisation.

Written in an engaging and highly practical manner, Between the Spreadsheets gives readers of all levels a deep understanding of the dangers of dirty data and the confidence and skills to work more efficiently and effectively with it.

Author - Between the Spreadsheets

CONSTELLIA LIMITED

Connecting Professional Services Procurement people to the Consultancy Procurement Council

Membership Manager

Simfoni

+ Lead spend analytics project delivery across Europe & Middle East
+ Project Implementation​
+ Delivery of product demos
+ Development and delivery of training for Analytics team
+ Product development support
+ Spend analytics
+ Taxonomy development​

Senior Analytics Project Lead - Europe & Middle East

Highways England

Project Support Officer

Philips

Data Verification

+	Administration of product database
+	Working with cross functional teams to resolve issues
+	Develop and deliver training for business hubs to improve processes

Data Product Researcher

Coupa Software

+	Project managing multiple projects simultaneously ensuring all were delivered within time and on budget
+	Management of a team of 14 QA staff
+	Developed and implemented training plan and best practice documents
+	Recruit and train new staff
+	Ensuring consistent quality of work  produced by team

QA Manager

Spend360

+	QA, classification and review of data
+	Excellent attention to detail
+	Managing workload to tight deadlines

Data Services -QA

Fixer of dirty data ★ Spend data classification, supplier normalisation, and taxonomies ★ DataIQ100 x 2 ★DataIQ Data Champion 2022★ Author "Between the Spreadsheets" ★ Creator of COAT ★ TEDx - say NO to NO ★ DataVenger

Are you struggling to get reliable insights from your data?  Do you have duplicates, multiple versions of the same supplier or customer, and multiple date and address formats?  And is it saved in multiple different systems?

The Classification Guru can help.

If you’re in procurement, do you find it hard to see how much you are really spending with one supplier, and on what?  Have you got free text descriptions which mean you have multiple versions of the same item, often misspelt and not against the correct GL or categorisation? How can you make the best negotiations with your suppliers, the biggest cost savings, or manage your supplier list if you don’t have the correct information?

Or if you work in sales or marketing, is your CRM full of junk data, poorly formatted and even missing information, and maybe saved in multiple different systems?  Your team could be wasting time contacting redundant leads, or worse you could be sending out expensive print out to the same address twice, or addresses that don’t even exist.

We bring clarity and accuracy to data and help teams work more effectively and efficiently, finding cost savings through spend and time management, supporting better, more informed business decisions, delivering a strong ROI and delivering back to your organisation faster and more cost-effectively than using large consultancies or spend analytics providers.

While most people dread having to classify or cleanse data, my team and I love it! We are hugely passionate about providing clients with accurate and meaningful data, and because I have been doing this for a decade, I can do this much faster and more accurately than people who might look at their data infrequently.

We can help prevent costly mistakes from happening.

There are many solutions available to automate data classification, but these are never 100% accurate. I've developed a method that my team use to efficiently and accurately classify, cleanse and verify data to minimise the errors in the same amount of time.

When working with large volumes of data it's hard to spot these errors even if you know what you're looking for and especially in Excel, let alone if you don't. With my team and I’s knowledge, experience and tools we can do this for you, freeing up your internal resources.

Fix your dirty data now - www.theclassificationguru.com

Kate Strachnyi

DATAcated

DATAcated® to helping clients share their stories through content creation and amplification. Providing custom 𝗟𝗶𝗻𝗸𝗲𝗱𝗜𝗻 𝗰𝗼𝗻𝘁𝗲𝗻𝘁 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝘆 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 for companies focused on innovating in the data science, machine learning, and artificial intelligence space.

Managing the DATAcated Speaker Hub, a platform dedicated to connecting top data, analytics and AI experts with event organizers. I oversee speaker recruitment, manage client relationships, and ensure a seamless booking process for in-person events & virtual conferences, webinars, and corporate events. Enabling speakers to expand their reach while helping event organizers find the perfect experts for their audiences. We also provide amplification services to spread the word about the events!

Manager of DATAcated Speaker Hub

Writing the 'Running DATAcated' book on substack - with a goal to turn the blog articles into a BOOK about the journey of running the media company + running / hiking adventures.

Running DATAcated Writer

You can find prior LinkedIn live shows (and future ones) on the DATAcated On Air podcast - https://anchor.fm/datacated

Podcast Host - DATAcated On Air

The DATAcated Expo will provide the community with an opportunity to explore and discover innovative technologies in data science & analytics.

Hear from expert speakers that will provide real-life case studies and demos of technologies across a variety of data science & analytics processes. Speakers will provide 10-min lightning talks and we’ll take questions from the live audience.

The presentations will be centered around the data analytics process and will take participants on a journey from identifying the business use case to collecting, cleaning, exploring, visualizing and ultimately communicating insights.  

This live event will provide several opportunities for networking and building relationships in the data community.

Host - DATAcated Expo

The conference is packed with incredible insights from the very best speakers!
Speakers will deliver 10 min ‘lightning’ talks and will stay on for a few minutes for some live Q&A.
The conference is hosted on LinkedIn Live and is FREE to attend!
We’ll have plenty of fun giveaways provided by our Community Partners.

Host - DATAcated Conference May 18-19, 2021

Run Wild AI

Co-Founder & Chief Marketing Officer

O'Reilly Media

Author of ColorWise: A Data Storyteller's Guide to the Intentional Use of Color

Author

LinkedIn

Having a strong personal brand can help you stand out from competitors and colleagues and attract relevant opportunities.

LinkedIn Learning Instructor

IADSS

Advisory Board Member

Deloitte

Chief of Staff - Head of Commercial Business

Program Manager | Data Analytics

Insights Strategy Manager & Tableau Developer

- Assessment of risk governance practices measured against relevant bank supervisory guidance and leading practices (e.g. Enterprise Risk Assessment Process, New Product Approval Process, Risk Reporting, Committee Structure, etc.)
 - Prepared periodic program status/progress reports. Assisting with building out roadmap of future phase deliverables and maintenance of project plans. Escalating issues & risks to ensure timely remediation
- Provided assistance with writing responses to regulatory letters (MOUs, MRAs, MRIAs)
- Developed an inventory for regulation W requirements (including Dodd-Frank Act impact), and assessed the applicability of the regulation to each business line within a large financial institution 
- Assisted large foreign banks with Foreign Enhanced Prudential Standards (FEPS) implementation (including Governance, Data, Risk Management, Implementation Plan, etc.,) 
 - Revised current or establishing new policies and procedures as well as ensuring that various departments/functions have relevant policies, procedures and guidelines which reflect current business practices

Manager, Risk Mgmt / Regulatory Compliance

Bank Leumi USA

- Involved in the establishment of the Operational Risk Policy & Procedures (per Parent Company guidelines, U.S. regulations, and Basel Directives)
- Provided assistance to Risk Champions on how to assess Operational Risk and how to use the Management of Operational Risk System (MOR)
- Risk Control Self-Assessment (RCSA)- took part in the establishment of methodology,  interviewing business units (surveys) and setting risk mitigation plans for High risk items
- Assisted CRO in quarterly reporting to the Risk Management Committee of the Board (Risk Dashboard)
- Assisted CRO on the annual submission of Internal Capital Adequacy Assessment Process (ICAAP)  
– Developed New Products Approval Procedure and New Products Committee Charter
Basel II/III - Performed gap analysis on Basel II & III Directives 
- Reviewed and revised Risk Management Manual Operating Procedures (MOPs)
- Participated in KMV Moody’s Project to calculate credit risk metrics (PD & LGD)
- Assessed and tracked audit items (Internal Audit, Parent Company, & Examiners)
Committee Participation 
- Participated on Operational Risk Management Committee & Basel ICAAP Steering Committee

Risk Analyst for Chief Risk Officer

Global Association of Risk Professionals

-Managed a sales process by qualifying prospects, establishing relationships & identifying opportunities. 
-Assisted with the planning and development of direct marketing and data-related projects. 
-Handled client relationship management process through the use of CRM tool (SalesForce) and used existing relationships for cross-selling opportunities.

Business Development

FGI FINANCE

Developing Credit Committee reports - financial statement analysis and accounts receivable aging report analysis to determine lending structure.

Underwriter

First Investors Financial Services

Involved in setting up appointments with prospects (cold calls), and creation/maintenance of client records using B.O.S.S. (CRM tool)

Financial Services Rep

DATAcated™ | Branding | DataIQ100 | Marketing | Media | ColorWise | DataVenger

Ask not what influencers can do for you… ask what happens when they’re DATAcated influencers!

YAY - I'm so excited that you saw my profile and wanted to get to know me better!

As the founder of DATAcated, I help companies amplify their brand and expertise in artificial intelligence, machine learning, and data science.  I'm a content creator with over 300k followers across LinkedIn, YouTube, Instagram, and other platforms. I also run a DATAcated Plus program with 35+ influencers that can be hired to 'make a splash' on social media.  Oh yea, I also manage the DATAcated Expert / Speaker Hub where we have over 50 engaging speakers and experts that you can hire for conferences, webinars, books, blogs, and more.

I have been recognized as a LinkedIn Top Voice in Data Science and Analytics and as a DataIQ USA100. I am also the author of ColorWise: A Data Storyteller's Guide to the Intentional Use of Color (published with O'Reilly). 

Connect with me on social media and explore the DATAcated website for more resources and opportunities. datacated.com

DATAcated® to helping clients share their stories through content creation and amplification. Providing custom 𝗟𝗶𝗻𝗸𝗲𝗱𝗜𝗻 𝗰𝗼𝗻𝘁𝗲𝗻𝘁 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝘆 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 for companies focused on innovating in the data science, machine learning, and artificial intelligence space. 

This might be the group therapy we all need before 2026 AI planning starts.

Here’s the link to sign up: https://lnkd.in/ez6qrpSR

BARC just analyzed 421 organizations to find out what separates the top AI performers from everyone else.

The difference comes down to how companies operationalize AI, govern it, and measure actual results.

On Dec 3, 2025 (11am ET), BARC’s Shawn Rogers and Merv Adrian will unpack the findings from their Lessons from the Leading Edge study. They’ll be joined by:

Eleanor Treharne-Jones, CEO at Bigeye (data observability done right)

Jeff Fried, Director of Platform Strategy & Innovation at InterSystems (bridging architecture and outcomes)

Amandine Mely, Senior PreSales at Board (turning AI insights into real decisions)

Covering AWS re:Invent in Las Vegas. influencer marketing agency | data & AI content creation & amplification | speaker & expert placement

Check out what Nexla just launched!!! It's actually super cool! https://lnkd.in/eeH9bYBp

influencer marketing agency | data & AI content creation & amplification | speaker & expert placement

Nexla just launched Express, and it basically turns data engineering into a conversation. You tell it what you want, like “Connect Shopify and get my 

Open article: Express: Your first pipeline is just one prompt away by Kate Strachnyi • 1 min read

Express: Your first pipeline is just one prompt away

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