Trustworthy AI in Production 2025

Trustworthy AI in Production 2025

Safety, eval & governance

2025-11-14 09:00 — 2025-11-14 17:30 Walter E. Washington Convention Center, 801 Mt Vernon Pl NW • Washington, DC, 20001, US Public Published Capacity: 1800
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Event Details

Summary: Comprehensive evals, incidents, and postmortems.

Benchmarks, red-teaming, incident registers, and governance boards.

When: 2025-11-14 09:00 — 2025-11-14 17:30 (America/New_York)

Where: Walter E. Washington Convention Center, 801 Mt Vernon Pl NW • Washington, DC, 20001, US

Accessibility: ASL + captions

Organizer: REGKT Events • events@regkt.org • +1-202-000-0000

Participants

Dr. Marcus Patel 🇬🇧

CityQuant Labs

Director of Quant ML

Session_chair: General Chair Track: Program Room: Main Hall Featured

Chair: Session

Dr. Marcus Patel is the Director of Quant ML at CityQuant Labs, where he leads the development of machine learning approaches applied to quantitative finance. He oversees research and engineering efforts focused on building data-driven models for market analysis, risk assessment, and trading strategy design. Under his leadership, the Quant ML team at CityQuant Labs works to translate advances in machine learning into practical, rigorous tools for quantitative decision-making. Dr. Patel is known for his focus on combining technical depth with disciplined research practices to advance the firm's quantitative capabilities.

Mr. Ujwal Dyasani 🇺🇸

Lead Software Engineer Integrations

Keynote: Day 1 Keynote Track: Keynotes Room: Main Hall Nov 14, 2025 9:00 AM – 9:45 AM Featured

Keynote: From Runtime to Real-Time: Engineering the Next Generation of Workday Integration Architecture

Risk taxonomies, documentation, and challenge.

Ujwal Dyasani is a Lead Software Engineer specializing in Workday integrations, with 19 years of experience architecting, delivering, and modernizing enterprise ERP systems across HCM, Finance, and Payroll; he currently leads integration engineering for a major utility enterprise, where his innovative, out-of-the-box solutions have delivered savings equivalent to more than one and a half full-time roles annually, earning him a President's Award, and his career spans the full ERP delivery lifecycle - from platform selection and technical design through data conversion, cutover, and post-go-live support - including designing and delivering more than 45 Workday integrations for a major national retailer, re-engineering a critical integration's runtime from three hours to under five minutes, and leading Technical Lead, Data Conversion Lead, and Migration Lead roles on multinational Workday implementations in Singapore, where he consolidated 23 disparate benefits eligibility programs into four; a committed knowledge-sharer, he has delivered over 350 hours of formal client training and pioneered a documentation methodology combining visual diagrams, plain-language guidance, and instructional video that was formally recognized by senior client leadership for easing enterprise-wide adoption.

Ms. Lakshmi Triveni Kavuru 🇺🇸

Department of Human Services, Maryland

Project Manager

Keynote: Opening Keynote Track: Keynotes Room: Main Hall Nov 7, 2025 9:00 AM – 9:45 AM Featured

Keynote: From Roadmaps to Results: Project Leadership in the Age of Intelligent Systems

Controls, KPIs, and proofs.

Project Management

Julia Novak 🇩🇪

FinGuard

Risk Analytics Lead

Session_chair: Risk Track Chair Track: Risk Room: Room R1 Featured

Chair: Session

Credit risk modeling and explainability.

Se�n O'Neill 🇮🇪

Apex Capital

Quant PM

Session_chair: Trading Track Chair Track: Trading Room: Room T Featured

Chair: Session

Systematic trading and market data engineering.

Zara Khan 🇵🇰

RiskFlow

Workshop Instructor

Workshop_instructor: Hands-on Lab Track: Workshops Room: Lab 1 Nov 8, 2025 10:30 AM – 12:00 PM Featured

Workshop: MLOps in Regulated Environments

Approvals, monitoring, and rollback plans.

MLOps for regulated model deployment.

Anika Bose 🇮🇳

ClearCredit

Senior Data Scientist

Speaker Track: Risk Room: Room R1 Nov 7, 2025 11:00 AM – 11:30 AM

Talk: Explainable Credit Scoring at Scale

Scorecards + SHAP for challenger models.

PD/LGD/EAD modeling with interpretable ML.

Luca Moretti 🇮🇹

TickTech

Staff Engineer

Speaker Track: Trading Room: Room T Nov 7, 2025 11:35 AM – 12:05 PM

Talk: Feature Stores for Tick Data

Windowing, leakage control, and backtests.

Low-latency features for market making.

Mina Youssef 🇪🇬

FraudNet

ML Engineer

Speaker Track: Fraud Room: Room F Nov 7, 2025 2:00 PM – 2:30 PM

Talk: Graph ML for Fraud Detection

Heterogeneous graphs and temporal edges.

Graph ML for fraud rings and mule accounts.

Chloe Martin 🇫🇷

DocCheck

NLP Engineer

Speaker Track: Compliance Room: Room C Nov 7, 2025 3:00 PM – 3:30 PM

Talk: Automating KYC with Document AI

Layout-aware models and risk flags.

Document AI for KYC and onboarding.

David Okafor 🇳🇬

RegAI Partners

Panelist

Panelist: Panelist Track: Compliance Room: Room C Nov 7, 2025 4:00 PM – 4:45 PM

Panel: AI & Compliance: What Works

Risk appetite, audit trails, and controls.

Regulatory technology for AML and sanctions.

Grace Thompson 🇺🇸

Independent

Moderator

Moderator: Panel Moderator Track: Compliance Room: Room C Nov 7, 2025 4:00 PM – 4:45 PM

Panel: AI & Compliance: What Works

Moderated discussion and Q&A.

Moderates AI risk and compliance panels.

Olivier Dupont 🇫🇷

HedgeSim

Workshop Instructor

Workshop_instructor: Hands-on Lab Track: Workshops Room: Lab 2 Nov 8, 2025 1:30 PM – 3:00 PM

Workshop: Backtests that Don�t Lie

Leakage tests, walk-forward, and costs.

Backtesting pipelines for ML strategies.

Helena Sousa 🇬🇧

REGKT Events

Organizer

Organizer: Program Operations

Ops: Session

Program operations and speaker success.

Tom Hardy 🇬🇧

REGKT Events

Organizer

Organizer: Logistics

Ops: Session

Venue logistics and A/V.

Beatrice Wang 🇺🇸

Monarch Markets

CRO

Speaker: Fireside Chat Track: Leadership Room: Room L Nov 8, 2025 11:15 AM – 11:45 AM

Talk: CRO View: AI Adoption Risks

Controls, culture, and accountability.

Enterprise risk leadership and controls.

Diego Garc�a 🇪🇸

OpenBank

Panelist

Panelist: Panelist Track: Data Room: Room D Nov 8, 2025 3:15 PM – 4:00 PM

Panel: Data Access & Consent in AI

Consent models and regulatory alignment.

Open banking data and consent APIs.

Megan O'Brien 🇮🇪

Independent

Moderator

Moderator: Panel Moderator Track: Data Room: Room D Nov 8, 2025 3:15 PM – 4:00 PM

Panel: Data Access & Consent in AI

Moderated discussion and Q&A.

Moderator for data policy and governance.

Dr. Dr. Petra Novak 🇨🇿

OpenEval

Judge

Judge: Poster Awards Judge Nov 8, 2025 4:15 PM – 5:00 PM

Judging: Session

External judge for posters and demos.

Arjun Mehta 🇺🇸

FinNova

Head of Data

Speaker Track: Platforms Room: Room P Nov 7, 2025 3:45 PM – 4:15 PM

Talk: Data Contracts in Finance

Schemas, SLAs, and lineage for AI features.

Builds data platforms for financial AI.

Professional Impact & Significance

This event represents a platform where leaders, researchers, and practitioners exchange advancements that influence real-world technical, scientific, and organizational practices. The contributions and presentations delivered here reflect recognized expertise in the field and demonstrate active participation in advancing modern knowledge.

Participants are encouraged to archive discussions, slide decks, and session recordings as part of documenting their contributions, outcomes, and role in shaping the dialogue presented here.

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