Roushan Kumar

AI Researcher

Mumbai, Maharashtra, India8 yrs 7 mos experience

AI EnabledHighly Stable

Key Highlights

5+ years of experience in Banking & Finance.
Expertise in developing data-driven market-neutral strategies.
Strong background in predictive modeling and data science.

Stackforce AI infers this person is a Data Science expert in the Fintech industry, specializing in analytics and quantitative research.

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Skills

Core Skills

Data ScienceCustomer Segmentation

Other Skills

AutoCADCC++Classification ProblemsCommunicationData AnalysisData AnalyticsDatasetsDeep LearningEngineeringEnglishEquity DerivativesEquity ResearchEquity TradingFinancial Analysis

About

As a Quantitative Researcher, my primary focus is on utilizing machine learning and fundamental approaches to research market-neutral strategies in equity markets. Analytics professional with 5+ years of experience in Banking & Finance industry, driving business value creation from data through information, analytics, and technology best practices. Experienced working on Data science projects, predictive modelling to help business draw insights and implement strategy. I have a Post Graduate Diploma in Business Analytics from IIM Calcutta, ISI Kolkata, and IIT Kharagpur, as well as a B.E. (Hons) in Electronics & Telecom from IIEST Shibpur. With a passion for using data to drive business success, I am constantly seeking new opportunities to learn, grow, and innovate.

Experience

8 yrs 7 mos

Total Experience

2 yrs 10 mos

Average Tenure

3 yrs 2 mos

Current Experience

Qube research & technologies

2 roles

Quantitative Researcher

Apr 2023 – Present · 3 yrs 2 mos · Mumbai, Maharashtra, India

Quantitative Research Intern

Nov 2022 – Apr 2023 · 5 mos · Mumbai, Maharashtra, India

Hsbc

3 roles

Analytics Manager, Wealth and Personal Banking

Promoted

Sep 2021 – Oct 2021 · 1 mo

With over 52 months of experience as a Manager of Business Consulting, I have a strong expertise in leveraging data-driven insights to identify and capitalize on new business opportunities, and to drive impactful results.
During my time at HSBC, I have had the privilege of leading critical projects and collaborating with stakeholders across 15 markets to achieve significant business milestones. As a data scientist specializing in customer segmentation, I have developed a micro-segmentation model using K means that follows transactional patterns for over 300k customers.
In addition, I have extensive experience in tackling various regression and classification problems related to customer targeting and origination journey for cards and loans. I have also enjoyed mentoring new hires and fostering knowledge-sharing sessions across teams and verticals.

Data ScienceCustomer SegmentationRegression ModelsClassification ProblemsK Means Clustering