About Somanshu
English
Native or bilingual
French
Fluent
Hindi
Fluent
Experience
- CQFCQFSeptember 2025 - December 2025 (3 months)>Stochastic Calculus (options pricing for equity, fixed income and FX)>Numerical Methods (Monte Carlo simulation, finite-difference, optimisation techniques)>Volatility modelling (equities, fixed income, FX, exotics)>Financial Time Series for Market Prediction (Xgboost, Arima, Lstm)
- Awalee Consulting (Client– Stellantis Financial Services),Consultant Risques de CréditJanuary 2024 - September 2025 (1 year and 8 months)Paris, France• ▪ Risk differentiation and Risk quantification (decision trees, K-means, chaid, LRA default rates, MOC a/b/c)• ▪ Validation de modèles IFRS9 (PD, LGD) pour provisionnement (Gini, AUC, KS et RoC )• ▪ Model validation (PD/LGD) pour IRB-A (Gini, AUC, KS et RoC curves) avec SAS• ▪ IFRS 9 forward looking (PD/LGD/EAD/CCF), staging calculations, lifetime ECL, provisioning
- MPG Partners (Client – Société Générale),Consultant Risques de CréditJune 2023 - December 2023 (6 months)Paris, France• ▪ Data Quality checks avec Python / PySpark et Dataiku• ▪ Vérification de scope pour portefeuille de IRB-A• ▪ Validation de portefeuille de low default avec techniques quantitatif (Bâle 3)• ▪ Validation de modèles de PD/LGD pour IRB – A / IFRS9
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Education
- MastersEcole Centrale de Nantes2017Mecanique Applique
- Bachelor of EngineeringBirla Institute of Technology2015Genie Mecanique