Founder & experience

Meet Praful Mainker.

Founder, product leader and risk practitioner. Praful brings the complaints product and the work needed to put it to use together.

Praful Mainker, PMP, CFA

Built from the work.
Led by the founder.

Praful has served as Acting Chief Risk Officer, Chief Risk and Compliance Officer and a senior compliance leader. His work spans complaints, risk oversight, operations and changes required by regulators.

He leads the complaints initiative at FairBorrow^™.Ai. He helps set the scope, test the meaning of findings and turn them into steps a team can take.

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Why build a complaints product?

Teams can spend a great deal of time on complaint reports and still lack a clear view of risk. Fixed labels may miss how a customer describes a problem. A pattern may be found, yet the team must still work out what it means.

Praful has worked on both sides of that gap: finding patterns in the data and helping teams act on them. That experience shapes the product’s focus on source facts, risk, open questions and useful next steps.

The product is new. Praful’s experience helps shape its use. Each new use still needs its own scope, tests and review.

Selected prior work

Experience that relates to the task.

Find risks beyond the labels

Problem: Routine complaint reports missed concerns that mattered to Compliance.

Praful’s work: Reviewed source complaints, data selection and methods. Used NLP and visual analysis to find patterns in marketing and small-business lending.

What changed: Potential compliance concerns became visible. Teams could use the findings to target further review and plan changes to monitoring.

Put required changes into practice

Problem: Regulatory findings required changes to mortgage servicing work.

Praful’s work: Led process redesign and set up governance for executive oversight. Improved reporting and the steps used to raise concerns.

What changed: Remedial work was linked to daily processes and senior decisions, with a clear path for reporting and follow-up.

Give risk oversight a clear structure

Problem: A community bank needed clear risk ownership and board oversight.

Praful’s work: Served as Acting CRO, set up risk appetite and ERM, and established a Board Risk Committee.

What changed: Leaders had clear roles, a committee charter and ongoing guidance for board members.

These accounts describe Praful’s prior work. Client details are omitted. They are separate from results achieved by the new complaints product. Supporting detail can be discussed where permission and confidentiality allow.

Professional background

Roles behind the experience.

Employer names show work history. They do not imply an endorsement of FairBorrow^™.Ai.

2023 to present

FairBorrow^™.Ai and independent advisory

Founder and CEO, alongside independent advisory work. Complaints methodology, Acting CRO work, risk appetite and board oversight.

2022 to 2023

Early-stage banking startup

Chief Risk and Compliance Officer. Set up enterprise risk management and a BSA/AML program.

2018 to 2022

JPMorgan Chase

Executive Director, Compliance. Developed NLP-based complaints analysis. Led CARES Act oversight and automated monitoring and testing across home lending, cards and digital banking.

2015 to 2018

MoneyGram International

Senior Director, Regulatory Risk Management. BSA/AML operations and compliance work with third-party agents.

2012 to 2014

Citigroup Mortgage

Senior Vice President, Home Lending. Led mortgage servicing process changes to address consent-order requirements and support executive oversight.

2005 to 2012

Capital One Financial Services

Leadership roles in technology, operations, programs and executive management.

Credentials and sources

Check the background.

Praful is the named inventor of U.S. Patent 11,720,587 B2, granted in 2023. The work relates to NLP-based pattern detection. JPMorgan Chase Bank, N.A. is the listed assignee.

The patent is part of his work history. It is not owned by FairBorrow^™.Ai and does not establish the performance of the new product.

Read the patent record

Professional credentials

Chartered Financial Analyst (CFA)
Project Management Professional (PMP)

Education and development

Master of Science in Electrical Engineering
Iowa State University

Enterprise Risk Management for Executives
Wharton, University of Pennsylvania

View Praful’s LinkedIn profile

Product direction

A wider role in risk management.

Praful leads the product’s growth. The aim is to help more teams turn data into risk reviews they can use.

Current focus

Complaints to action

Find patterns, assess their meaning and set out useful next steps. Start with a founder-led discussion of the firm’s needs.

Planned direction

Make review repeatable

Help teams use a consistent approach across reviews. Keep the source facts, reasoning and follow-up clear.

Areas to explore

Extend across risk work

Explore related needs in operations, payments and financial crime. Test the fit and value of each new use.

Planned areas are a direction for growth, not released features or promised dates. Which need should shape the next step?

Get in Touch

A USEFUL FIRST CONVERSATION

Discuss what your team needs.

Talk through your needs with Praful Mainker. Agree whether a focused review would help.