# DS10 DEEP FORENSIC ANALYSIS: EPSTEIN FILES REDACTION DATABASE ## Comprehensive Analysis of primary document text database **Database Statistics:** - `redactions` table: 1,808,915 rows - `extracted_entities` table: 107,422 rows (49,153 names, 36,187 dates, 7,918 addresses, 6,167 orgs, 3,769 amounts, 3,537 phones, 589 emails, 102 accounts) - `reconstructed_pages` table: 39,588 rows across 11 document types **Analysis Date:** 2026-02-05 **Analyst:** Independent Forensic Researcher **Data Source Note:** Per REDACTION_TEXT_LAYER_ANALYSIS (Report #93), the "hidden text" in DS10 is predominantly garbled OCR from an invisible Tr=3 text rendering layer placed over scanned document images, not content deliberately concealed beneath PDF redaction annotations. The black boxes visible in these PDFs are baked JPEG pixels, not PDF overlay objects. While the recovery mechanism is OCR-based, the identified content (emails, names, dates, financial figures) is real and has been verified against independent sources throughout subsequent investigations. --- ## 1. DEUTSCHE BANK COMPLIANCE FAILURE MAP ### 1.1 DB Personnel Identified in Redacted Communications Over 90 unique @db.com email addresses were found through corpus analysis across the Epstein files. The most frequently appearing Deutsche Bank employees: | Employee Email | Appearances | Distinct Documents | |---|---|---| | tazia.smith@db.com | 10 | 9 | | adley.gillin@db.com (Bradley Gillin) | 8 | 6 | | oversight.control@db.com | 3 | 3 | | thebranch.staff@db.com | 3 | 2 | | ichard.iarossi@db.com (Richard Iarossi) | 2 | 2 | | umar.rathore@db.com (Kumar Rathore) | 2 | 2 | **Key Individuals and Roles:** - **Tazia Smith** (tazia.smith@db.com) -- Appears in 9 distinct EFTA documents, primarily in [EFTA01458839](https://www.justice.gov/epstein/files/DataSet%2010/EFTA01458839.pdf). Most frequent DB contact in the files. - **Bradley Gillin** (adley.gillin@db.com) -- Appears in EFTAs 01403282, 01418258, 01418337, 01435379, 01435423, 01435391. Active in Epstein account management. A recovered email subject line references "Paul Barrett / Epstein week of 12/11/17 [C]" ([EFTA01414264](https://www.justice.gov/epstein/files/DataSet%2010/EFTA01414264.pdf)), indicating regular weekly reporting on the Epstein account. - **Paul Barrett** -- An external financial portfolio manager at Alpha Group Capital (Barrett's firm), not a Deutsche Bank employee. Appears 61 times across 55 distinct documents. Subject lines reveal: "Paul Barrett / Epstein week of 11/20 [C]" ([EFTA01413919](https://www.justice.gov/epstein/files/DataSet%2010/EFTA01413919.pdf)), "Paul Barrett / Epstein week of 12/11/17 [C]" ([EFTA01414264](https://www.justice.gov/epstein/files/DataSet%2010/EFTA01414264.pdf), [EFTA01433602](https://www.justice.gov/epstein/files/DataSet%2010/EFTA01433602.pdf)). These "Epstein week" emails are Barrett's external portfolio management reports sent TO Deutsche Bank, not internal DB reporting. Barrett was managing Epstein's trading activities including FX trades, derivatives, and "Harvest Collateral Yield Enhancement Strategy" ([EFTA01388936](https://www.justice.gov/epstein/files/DataSet%2010/EFTA01388936.pdf)). - **Martin Zeman** (in.zeman@db.com / rnartin.zeman@db.com) -- Appears frequently alongside Barrett in trade communications. - **Stewart Oldfield** -- A key DB account manager. Initially counted at 425 appearances across 324 documents in the redaction-only search, but full text corpus analysis shows Oldfield in 9,602 documents, making him one of the most heavily represented DB personnel in the Epstein files. ### 1.2 AML/KYC Compliance Unit (CRITICAL) The email **pwmus.amlkyc@db.com** -- Deutsche Bank's Anti-Money Laundering/Know Your Customer unit -- appears in **[EFTA01299281](https://www.justice.gov/epstein/files/DataSet%2010/EFTA01299281.pdf)**. The context: `