Ranjit Nayak, PhD

Associate Partner

Mumbai, Maharashtra, India11 yrs 2 mos experience

Highly Stable

Key Highlights

Expert in quantitative finance and model risk management.
Experience with advanced neural network techniques.
Contributed to significant particle physics research at CERN.

Stackforce AI infers this person is a quantitative finance and particle physics expert with strong analytical skills.

Contact

nranjitkumar93@gmail.com LinkedIn

Skills

Core Skills

Data AnalysisQuantitative FinanceNeural NetworksStatistical AnalysisMonte Carlo Simulation

Other Skills

AliROOTC (Programming Language)Deep LearningLaTeXLinear RegressionLinuxMachine LearningMathematical ModelingMicrosoft ExcelMicrosoft OfficeMicrosoft PowerPointModel Risk ManagementNuclear PhysicsNumerical AnalysisPhysics

About

Publications: https://inspirehep.net/authors/1419013

Experience

Deutsche bank

2 roles

Assistant Vice President

Promoted

Mar 2025 – Present · 1 yr

Specialised in validating various algorithmic trading models and DB Index Quant models ensuring robust performance and compliance with stringent regulatory standards. My role involves rigorous data analysis, model assessments, performance evaluation and uncertainty quantification to mitigate risks.
With deep expertise in quantitative finance and model risk management, I deliver data-driven insights to support strategic decision-making and regulatory compliance.

Data AnalysisModel Risk ManagementQuantitative Finance

Associate

Nov 2022 – Mar 2025 · 2 yrs 4 mos

Algo Trading Models and Index Quant Models

Cern

2 roles

Member of ATLAS collaboration at CERN

Mar 2020 – Nov 2022 · 2 yrs 8 mos

Studying the structure of proton in small collision system using Neural network technique.

Neural NetworksData Analysis

Members of ALICE collaboration at Large Hadron Collider

Apr 2015 – Feb 2020 · 4 yrs 10 mos

As a member of the ALICE collaboration, I contribute analyses of correlation functions pertaining to the dynamics of the particle production and the properties of the matter produced in heavy-ion collisions. I also work on several phenomenological studies using statistical approach and linear regression, which will help the future experiments to search for fundamental physics.

Statistical AnalysisLinear Regression

Indian institute of technology, bombay

2 roles

PHD

Jan 2015 – Feb 2020 · 5 yrs 1 mo · Mumbai Area, India

Research Assistant

Jan 2015 – Dec 2015 · 11 mos · Mumbai Area, India

Monte Carlo simulations for the feasibility of new measurement with ALICE
detector. Innovative measurement of physics quantities as well as survey of sociological data and analysis.

Monte Carlo SimulationData Analysis