Dallas Loan Broker Fled the U.S. for Nearly Eight Years. Now She's Going to Federal Prison

The loan files were more than a decade old. The FBI's case against Kwanghee Anh wasn't.

For years, while nearly everyone else tied to a sprawling Dallas loan-broker fraud case was pleading guilty, getting sentenced and moving through the federal prison system, one defendant remained missing. Kwanghee “Kathy” Anh was gone.

Anh had worked for Preferred Marketing Group, a Dallas-area loan brokerage that helped clients obtain loans, lines of credit and credit cards. Federal prosecutors say that from 2014 through 2016, she participated in a system that helped borrowers qualify for financing using fabricated pay stubs, false W-2s, inflated income and employment that sometimes did not exist.

Then, in 2017, as the government was closing in, Anh left the country. According to federal prosecutors, she fled the United States shortly after initial plea discussions but before she could be indicted.

By the time her former coworkers began pleading guilty publicly in 2018, Department of Justice releases were referring to Anh simply as a fugitive with an outstanding arrest warrant. She remained outside the United States for nearly eight years before authorities arrested her in South Korea in September 2025.

Anh was transferred into U.S. custody that November, pleaded guilty to conspiracy to commit bank fraud in March 2026 and, on August 26, was sentenced to 58 months in federal prison. U.S. District Judge David C. Godbey also ordered her to pay $8,340,647.46 in restitution to financial institutions.

But focusing only on Anh's sentence misses the bigger story.

The operation she was part of offers lenders and loan brokers an unusually detailed look at what happens when a brokerage stops trying to find financing for a borrower and instead starts manufacturing a borrower that can pass underwriting.

The Business Was Supposed to Help People Get Funding

Preferred Marketing Group, also known as PMG Business Solutions, was run by Eddie Contreraz and marketed services that will sound familiar to almost anyone in the lending industry: credit repair and assistance obtaining funding.

Many of its customers, however, could not qualify for the amount of financing they wanted. Some did not earn enough money. Some had poor credit. Others could not document their income or apparently did not have the employment they claimed.

For a legitimate broker, that may be where the answer becomes no. At PMG, according to federal prosecutors, it became the starting point for creating a different version of the borrower on paper.

The broader federal case found that Contreraz and employees produced false documents that appeared authentic enough to pass lender review. Pay stubs were altered, W-2s were fabricated, utility bills could be falsified, and applicants could suddenly report higher incomes or management positions they did not actually hold.

If a lender attempted to verify employment or income, investigators said the deception could continue. Borrowers were sometimes directed to provide telephone numbers belonging to friends or family members who would confirm the false employment story.

This was not an occasional questionable document slipping through the cracks. Federal prosecutors said that during the broader PMG scheme, approximately 95% or more of the company's clients who obtained funding did so while using false or fictitious documents.

Then Came the “Bank Tours”

The scheme did not necessarily stop after one approval.

Federal prosecutors said PMG employees took customers to multiple financial institutions in a short period of time, sometimes on the same day, in what were described as “bank tours.” The goal was to obtain as many approvals as possible before lenders could see the applicant's newly accumulated debt.

For anyone in modern alternative lending, the concept should sound familiar. The mechanics resemble what the industry now commonly refers to as stacking: obtaining multiple financing positions before each provider has a full picture of the borrower's obligations.

Contreraz also studied the lending patterns of different banks to determine which institutions were likely to give particular borrowers the most money. Customers were then directed toward the lenders where the operation believed they had the best chance of approval.

The model effectively turned underwriting into a system that could be reverse-engineered. Determine what the lender wants to see, create documentation that satisfies those requirements, secure the approval and move quickly to the next lender before the additional debt becomes visible.

For lenders today, particularly those making fast decisions based on electronic documents and automated underwriting, the age of the case is almost beside the point. The technology has changed dramatically since 2014, but many of the underlying fraud tactics have not.

The Wider Scheme Reached $29 Million

Anh's admitted conduct covered the period from January 2014 through March 2016, and prosecutors said she and her co-defendants caused lenders to issue at least $10 million in fraudulently obtained loans and credit products during that portion of the conspiracy.

The larger PMG operation went back even further. Federal prosecutors said Contreraz operated the scheme from approximately 2011 through March 2016.

Across that period, he and six employee co-defendants helped borrowers obtain at least 2,300 loans, credit lines or credit cards from at least 10 FDIC-insured banks, plus approximately 140 additional credit products from three non-FDIC-insured consumer lenders.

The total amount fraudulently funded reached at least $29 million.

Court records identified major financial institutions among the victims, including Bank of America, Wells Fargo, Citibank, Capital One, JPMorgan Chase and Comerica.

PMG's supposed credit-repair operation also went well beyond disputing questionable items on a credit report. According to court records reported at the time, customers were directed in some cases to file false police reports claiming identity theft. Those reports could then be used in an effort to remove legitimate debt from their credit histories.

One co-defendant even created a fictitious company that was allegedly used to make lenders believe certain borrowers had employment that did not actually exist.

Taken together, this was less a collection of fake documents than an entire infrastructure designed to make an unqualified borrower look qualified.

Everyone Else Went to Court. Anh Disappeared.

By 2018, the operation was unraveling publicly.

Contreraz and multiple PMG employees pleaded guilty. Stephanie Contreraz eventually received 46 months in federal prison, Abraham Valdez received 60 months and Elizabeth Flint received 40 months.

Eddie Contreraz, the owner and alleged architect of the operation, ultimately received more than 14 years in federal prison and was ordered to pay nearly $13 million in restitution for his role in the $29 million scheme.

Anh was the exception.

DOJ announcements from that period repeatedly included the same note: Kwanghee Anh remained a fugitive.

What was not publicly known at the time was that Anh had already left the country. Federal prosecutors revealed at her 2026 sentencing that she fled the United States in 2017 shortly after plea negotiations had begun.

That timing makes the story more significant than simply failing to answer an indictment. According to the government's account, Anh knew federal prosecution was already being discussed and left before prosecutors could formally bring her into court.

Nearly eight years passed between her departure and her arrest in South Korea in September 2025. By then, the underlying fraud itself was almost a decade old.

The FBI was still looking.

A Decade-Old Case With a Very Current Lesson for Lenders

The documents in this case date back to an era before open-banking connections, automated bank-statement analysis, widespread document-forensics software and many of the fraud tools lenders use today.

Yet nearly every vulnerability the PMG operation exploited still exists in some form.

A PDF can still be altered. Employment can still be fabricated. A borrower can still coordinate a false verification story with another person. Multiple financing applications can still be submitted within a short window. And brokers still occupy a unique position between applicants and capital providers, often seeing information that the lender does not.

That is why this case matters beyond one former Dallas loan broker finally being caught.

A legitimate broker helps a lender/funder understand a borrower. A fraudulent broker can help a borrower fool the lender/funder. Those are two completely different businesses even if the applications coming through the front door initially look identical.

The industry has also moved toward greater scrutiny of brokers themselves. Funders increasingly conduct background checks, verify business identities, monitor portfolio performance and examine the quality of submissions coming from individual referral partners.

Cases like this help explain why.

Fraud detection cannot end with asking whether a document passes the AI software check. A lender also has to ask whether the broader story makes sense independently of the person who assembled the file.

Does the business actually exist? Does the reported income reconcile with independently sourced data? Has the borrower applied for or received financing somewhere else that same day?

And when a broker appears unusually successful at getting approved borrowers that everyone else would decline, is that broker finding better deals, or manufacturing better-looking files?

Nearly Eight Years Later, the Case Finally Caught Up With Her

On March 17, 2026, Anh pleaded guilty to one count of conspiracy to commit bank fraud.

Five months later, Judge Godbey sentenced the 46-year-old Dallas loan broker to 58 months in federal prison and ordered more than $8.3 million in restitution.

“This was not a victimless paperwork scheme,” U.S. Attorney Ryan Raybould said in announcing the sentence.

The documents were fake, but the approvals were real. The money that left the lenders was real. And so was the arrest warrant that remained waiting long after most of Anh's co-defendants had already been sentenced.

The underlying loan scheme ended in 2016.

For Kwanghee Anh, the case didn't.