Guy Carpenter
SVP, Credit Reinsurance AI · 2025-present
- Leads data & AI for Credit, Bond & Political Risk
- Built production AI workflows for credit reinsurance intelligence
- Speaker: City & Financial Global 2026
THE TRACK RECORD
A Career Built on Signal, Not Noise.
From Bangalore to the City of London. Built on measurable impact.
Swiss Re
Lead Data Scientist · 2020-2025
- MIT collaboration — bond default prediction
- GenAI deployed across Credit & Surety
- £400k IT cost savings via Palantir Foundry
Wipro
Data Science Manager & AI Practice Lead · 2016-2020
- Levi's model presented by CFO at Davos
- COVID drug work continued by Govt. of India
- NASSCOM AI GameChanger Award
RESUME
Banu Munnangi
Profile
SVP-level data and AI leader focused on reinsurance analytics, actuarial pricing, portfolio optimisation, and LLM-enabled underwriting automation.
Education
B.Tech Civil Engineering, NIT Warangal (2012-2016) - First Class with Distinction, Merit Scholar.
Core Skills
- Python, PySpark, SQL, TypeScript, Django, Flask
- Databricks, Palantir Foundry, Azure ML, IBM Watson
- PyTorch, TensorFlow, NLP, Generative AI, LLM systems
- Portfolio optimisation, Bayesian methods, time-series and stochastic modelling
Notable Achievements
- MIT collaboration on interpretable default prediction for contract bonds
- Levi's forecasting work highlighted at WEF Davos
- NASSCOM AI GameChanger award for COVID drug-repurposing AI research
- Frequent keynote and panel speaker on AI in insurance and reinsurance
- Guest lecture at SCMHRD, Symbiosis Pune MBA (2022).
SVP, Credit Reinsurance AI - Guy Carpenter
- Leads analytics for Credit, Bond and Political Risk, with a focus on actuarial pricing in credit reinsurance.
- Builds primarily on Databricks across pricing, risk, and portfolio workflows.
- Developing LLM products across pricing support, entity matching, data transformation, wording analytics with RAG, contract management, workboard automation, email analytics, and bordereaux management.
Lead Data Scientist, Product Owner - Credit & Surety, Swiss Re
- Owned the end-to-end data and AI landscape for Credit & Surety on Palantir.
- Built underwriting memo generation and document summarisation using generative AI.
- Worked with Prof. Dimitris Bertsimas (MIT) on contract bond default prediction with optimal classification trees.
Data Science Manager - Advanced AI Practice, Wipro
- Led drug repurposing AI programme for COVID-19 in partnership with Stanford University.
- Drove high-accuracy time-series forecasting for revenue and cost strategy.
- Built sales prediction models for major clients including Levi's.
And many more recognitions across Swiss Re, Wipro, and industry forums.
AWARDS
Recognition
THE STACK
Tech Stack
MODELS & AI
PyTorchFinBERTXGBoostLLMsRAGAgentic Systems
INFRASTRUCTURE
Palantir FoundryPalantir AIPDatabricksPySparkAzure MLAWS SageMakerGCP
DOMAIN
Credit RiskPD/LGD/EADBasel IIIReinsuranceCredit & SuretyBondPolitical Risk