Kim Martineau

Research

An AI model trained on data that looks real but won’t leak personal information

IBM Solution: IBM Cloud for Financial Services

ICAIF 2024

Big Data 2024

IMX 2024

NAACL 2025

AI Privacy

Foundation Models

Data and AI Security

Impact Science

Finance

Modern computing architectures are revolutionizing the way business gets done. We’re working on tools to help businesses automate much of their daily processes, to save time and drive new insights through trusted, safe, and explainable AI systems.

AI for Business Automation

Few datasets are as complex as those in finance, and quantum computing could reveal hidden patterns in complex data. We’re developing algorithms to reveal once-invisible dynamic arbitrage opportunities, better react to volatility, and serve other crucial unmet needs in the financial sector. 

Quantum Finance

The future of banking relies on systems that can move at the speed of a transaction. We're working on core technology innovations, from secure and elastic microservices-based hybrid cloud solutions and advanced analytics for finance, to AI blockchain, and quantum computing for the banking industry.

Future of Finance

The Decentralized Trust team aim to build the next generation critical infrastructure for financial services and beyond. This refers to management of digitised (or tokenized) currencies, e.g., Central Bank Digital Currencies, Tokenized Deposits, Tokenized Securities/Bonds, but expands to stablecoins and other types of assets like carbon credits. 

Trusted Decentralized Systems

Leveraging decentralization to enable cross-enterprise identity, business asset exchange and optimized supply chains.

We’re researching how businesses prepare for the post-COVID workplace. We’re working on tools to improve recruitment, skills assessments, remote worker productivity, and to safely manage and monitor smart buildings as employees return to the office. 

Future of Work

We're working on smart systems to help businesses prepare for the impending return to the office.

Future of Finance

Our work

An AI model trained on data that looks real but won’t leak personal information

IBM Solution: IBM Cloud for Financial Services

Publications

Enterprise Benchmarks for Large Language Model Evaluation

UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph Learning

Identifying Money Laundering Subgraphs on the Blockchain

FraudGT: A Simple, Effective, and Efficient Graph Transformer for Financial Fraud Detection

Large Language Model Evaluation on Financial Benchmarks

Designing multi-model conversational AI financial systems: understanding sensitive values of women entrepreneurs in Brazil

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