Souporno Ghosh
Senior Analyst @ Fitch Ratings
About
I currently work as a Senior Analyst where I develop quantitative models to analyse credit rating assessments within structured finance asset classes - across RMBS, CMBS, ABS, and Structured Credit portfolios. I am experienced in translating credit rating methodologies of securitized products into analytical frameworks using Python, Excel, and VBA, performing cash flow modelling, utilising Intex's tool and wrapper for scalable analysis at the tranche and collateral levels, and conducting multi-level scenario analysis across asset portfolios. I am also proficient in applying structuring methodologies to both the analysis of new deals/transactions and the surveillance of existing portfolios. My work involves interpreting transaction documents and structuring terms, assessing cash flow waterfalls, and ensuring models accurately reflect deal mechanics. I continuously monitor portfolio performance to identify risks, test sensitivity scenarios, and ensure alignment with rating criteria over time. With a graduate degree in Computer Science, where I specialized in Finance, I bring a unique blend of technical and financial acumen. This background allows me to deeply understand financial strategies, investments, and data-driven market analysis. Additionally, my ability to present diverse perspectives ensures that I add significant value to any team I join. Driven by a commitment to continuous learning, I strive to master the skills necessary to excel in today’s dynamic environment. I am eager to grow professionally within the quantitative finance space and further develop the critical thinking skills needed to advance in my career. Contact me at: sghosh3103@gmail.com
United States
New York
Financial Services
Intex, Financial Modeling, Visual Basic for Applications (VBA), Structured Finance, Financial Analysis, Python (Programming Language), Exploratory Data Analysis, Machine Learning, Statistical Data Analysis, Data Visualization, Portfolio Management, Finance, Strategy, Statistical Modeling, Computer Science, Research, Software Development, Risk Management, Valuation, Artificial Intelligence (AI)
Experience

Senior Analyst
New York City Metropolitan Area
• Develop and validate quantitative models for structured finance asset classes, supporting credit rating assessments and reporting. • Build and enhance analytical asset and liability models across RMBS, CMBS, ABS, and Structured Credit portfolios. • Utilize Intex for cash flow modelling and scenario-based tranche and collateral analysis by integrating its wrapper with Python-based workflows for scalable analysis across portfolios. • Design and implement quantitative research models using Python, Excel, and VBA, enabling detailed asset-level insights and streamlined portfolio analysis. • Collaborate with analysts to interpret deal structures, indentures, and criteria documents; design model methodologies; and perform rating scenario analysis at the portfolio, deal, and loan levels.

Research Analyst
Greater Chicago Area
•Assisted in the preliminary research to understand the effect of social media presence on the prices of stocks in the S&P500 •Web scrapped reviews of similar products across multiple e-commerce websites to analyze customer purchase satisfaction •Conducted lab sessions for the “Artificial Intelligence in Business” coursework catered to industry professionals •Demonstrated sentiment analysis, chatbot, object classification and fraud detection use cases through IBM Watson and Python

Semi Finalist
•Designed an asset allocation strategy for a sovereign wealth fund in the UK to fuel their economic independence during Brexit •Created a diversified indirect investment portfolio using a Ledoit Wolf Black Litterman model to beat the benchmark with 6% returns •Worked with a team of four to understand the UK’s sector performance and employment indexes to build a direct portfolio of real assets that match the Board of Director's view points and the mandates •Analyzed risk metrics that could affect our strategy •Achieved an overall return of 5.01% to beat the benchmark and tackle issues such as protectionism, unequal employments and the pandemic

Portfolio Analyst
Stuart Investment Club
Chicago, Illinois, United States
•Analyzed performances of multiple stocks under the Consumer Discretionary Sector of the S&P 500 •Studied 10-K and 10-Q reports of the shortlisted companies •Used the Bloomberg Terminal to study financial statements, compare various metrics and analyze valuation and forecasts •Suggested a buy position in Nike (NKE) during April 2020

Market Research Intern
Bengaluru Area, India
•Examined business development leads and monitored and documented market trends in SAAS sales data •Initiated market research studies and analyzed findings; developed reports and dashboards in Tableau •Improved seller base by 30%; visualized the sales data in R to study prospective sales by independent resellers •Consulted with buying personnel to determine projected demand for software products and services •Contributed to predicting probable sales pathways to aid sales of partner products

Project Assistant Intern
Kolkata, West Bengal, India
•Part of the team in charge of the billing portal for Public Service Enterprise Group •Coordinated with systems partners to finalize designs and confirm requirements •Kept abreast of emerging technologies and hands-on experience using Apache web servers •Utilized programming capabilities in PHP, SQL and JavaScript and other libraries as needed •Gained an understanding of the software development life cycle (SDLC)
Education

Computer Science (Specialization in Finance)
Computer Science Coursework: Data Preparation and Analysis Game Theory: Algorithms and Applications Machine Learning Big Data Technologies Computer Networks Online Social Network Analysis Advanced Database Organization Geospatial Vision and Visualization Finance Coursework: Valuation/Portfolio Management Futures/Options/OTC Derivatives Financial Statement Analysis

English, Computer Science, Mathematics, Physics, Chemistry, Environmental Science
President of the Cyber Space Group(2014), Secretary of the Cyber Space Group (2013), Joint Secretary of the Cyber Space Group (2012), Joint Treasurer of the Cyber Space Group (2011), Member of the school Tech Team for Bosco Fest 2014
Souporno Ghosh's Contact Information
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