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Product/Data Analyst

Fremont, California, United States
September 15, 2018

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Profile Summary:

Actively Seeking opportunities as a Data Analyst. Advanced Excel, Python, NumPy, Pandas, SQL, Jupyter. I have 9 years of experience as a Data Analyst, Business Analyst, Handling Software Business Requirements, Financial Planning & Analysis, Equity Research, Liaison & Coordination, and Product Management.

Work Experience (9 Years):

Ranjit Ginning & Pressing Company

(working remotely)

Investment Advisor & Analyst


Performing financial and data analysis to advise my client on equity investment decisions.

Gathering data (news, financials, etc) from the internet for listed companies in US and India

Analyzing financial data and news to prepare valuation models and arriving at investments decisions for my client

Coordinating investment strategies with the team in India

BSE Ltd. (formerly known as Bombay Stock Exchange Limited)

Mumbai, India

Data Analyst and Project Manager – Listing (Spearheaded a team of 4)


Manager and lead data analyst for one of India’s largest stock exchange for the primary market segment

Supported all data and decision-making requests for 8 products related to listings

Provided a broker and investor level view to be able to target brokers and investors for further sales

Increased BSE’s market share in the primary market segment from 3% to 80%, bringing in millions of dollars in revenue per year

Listing IPO’s/FPOs:

Proposed a new structure for the listing fees based on the analysis of listing fees in international and other domestic stock exchanges. This new structure was adopted and remains in use today, and has boosted BSE’s revenue from listing fees

Devised a listing fee structure for companies based on market capitalization and competitive analysis to maximize the revenue for the Exchange with a focus on retaining existing listed companies

Performed data collection, and feature engineering to find companies that were listed on regional exchanges, and reached out to them to list on BSE instead, again positively affecting revenue generated from listing and transaction fees

Performed Data Analysis on historical trading data to identify high net worth brokers to target for onboarding on to the iBBS (BSE’s Internet Based Book Building System) platform. Subsequently devised sales incentives based on this this data. This measurably increased transaction volume on the platform

Digitizing listing requests:

Enabled companies to file listing applications, and other corporate filings online (instead of submitting it by paper)

This enabled rapid and error free data collection which resulted in the ability to analyze the data faster, increasing the efficiency of information dissemination

Online Listing Centre Portal (BSE Listing Portal):

Initiated and implemented software requirements for BSE’s Online Listing Centre Portal enabling listed companies to submit various compliances and listing applications online

BSE’s Listing Operations Revenue Tracking:

Initiated the tracking of listing department revenue, expenses and operating expenses. Developed reports to track capital expenditures and report listing department revenue business. Prepared comparative analysis of listing segment revenue with respect to competition.

Headed the Marketing team for arranging and providing training programs for traders and banks in various cities across India on usage of iBBS incorporating all the above-mentioned modules

All numbers related to fund mobilization are obtained from BSE Update July 2015

Khambatta Securities Limited

Mumbai, India

Associate Equity Research Analyst & Institutional Sales Officer


●Generated morning call & after market reports

●Accountable for preparing IPO notes, research reports & stock ideas of listed companies on the basis of information collected from annual reports, analyst meets, conference calls and databases

●Handled activities related to fundamental analysis, financial modeling and valuation of BSE/NSE listed stocks

●Headed Institutional Sales and procured empanelments from Banks. Procured empanelments from Bank Of Allahabad and Axis Bank


Udacity Data Analyst Nanodegree

Python (NumPy, Pandas, Jupyter), SQL, Statistics, A/B Testing


CFA Institute, Charlottesville, USA

CFA Level 1 (Cleared)


LaTrobe University, Melbourne, Australia

MBA, Finance


University of Mumbai

Bachelor of Engineering in Computer Science



●Dean’s Certificates for scoring A grade in 2 MBA subjects i.e. Advanced Management Information Systems and Corporate Social Responsibility & Governance

●Gold Medal in school (Secondary School Certificate(SSC) Board Exams) for securing the highest marks in English in class

Software Skills & Other Certifications:

SQL, Microsoft Excel, AB Testing, Microsoft PowerPoint

Python, NumPy, Pandas, Matplotlib

Trained to use Ace Equity, Bloomberg, and Capital Line Software

National Stock Exchange Ltd. (NSE) Certificate in Financial Markets (NCFM):

oBeginner’s Module with 96% in 2009

oDerivatives (Dealers) Module with 91.25% in 2009

●AMFI Mutual Fund Testing Programme (Basic) with 81% in 2009-10

●Certificate Programme in Capital Markets – Bombay Stock Exchange Ltd. with 64% in 2009

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