Consulting
Assistant Research Professor at University of Cambridge · PhD · 17 years of applied research and product-facing experience across healthcare, finance, biology, supply-chains and infrastructure. Website
What I offer companies (consulting)
- AI strategy & roadmap: translate research directions into deployable product and business value.
- Model design, validation & explainability: robust ML pipelines, class-contrastive explanations, uncertainty quantification, and regulatory-ready documentation.
- Clinical & life-sciences AI: patient-centred model development, validation on EHRs, stakeholder engagement and clinical deployment advice.
- Prototype development & reproducible code: fast, well-tested prototypes in Python/R, reproducibility audits and training.
- Technical due diligence & risk assessment: model risk audits, bias and safety reviews, vendor evaluations.
- Training & capacity building: short courses, executive briefings, hands-on workshops for researchers and engineers.
- Grant writing & research partnerships: help structure proposals, consortia strategy, and academic–industry collaborations.
Typical engagements: advisory blocks (weeks), project leadership (months), workshops, or one-off technical audits.
Contact: neel.soumya@gmail.com