Able — Forward Deployed Science
LeadershipCo-founded Able in 2021 to build Europe's leading self-serve commercial research platform, now an analysis platform that orchestrates hundreds of thousands of actions, runs advanced solvers and models, pulls from private, paid and public sources, re-runs continuously and produces an audit trail you can defend. Strategic partner of Arthur D. Little.
- Since 2021
- Analysis platform
- Arthur D. Little partner
Quantum-Enabled Investment Selection
ScienceA high-impact portfolio-selection problem with competing objectives and hard constraints, encoded as a QUBO, reduced classically to fit today's quantum hardware, solved across quantum and classical back-ends, then translated back into validated investment choices with explained trade-offs and a natural-language front end.
- QUBO
- Hybrid solvers
- Explainable trade-offs
Portfolio Risk & Anomaly Analysis for Banks
ProductAble's analysis platform automates enterprise-grade risk analysis of bank portfolios, identifying and explaining anomalies and their root causes in days rather than months, with every step evidence-tagged.
- Banking
- Root-cause analysis
- Days, not months
Counterparty Fraud & Risk Onboarding
ProductAdvanced onboarding checks on vendors, investees and clients in complex information geographies, built for banks, management consultants and investors who need defensible diligence at scale.
- Mainland China
- Diligence
- Evidence-tagged
McKinsey & Company — Lead AI Scientist
ResearchFour years creating machine-learning pathways bottom-up for non-standard enterprise-AI problems, growing the firm's AI capabilities including the evaluation of AI leaders, and running mathematical due diligence on acquisition and partnership candidates.
- 2015–2019
- Enterprise AI
- Mathematical due diligence
Ghosh Labs — Language AI
ResearchFounded and led a language-AI lab from 2019 to 2021, solving key natural-language problems for premier clients including Lloyd's Register, before folding the work into Able.
- NLP
- Lloyd's Register
- 2019–2021