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delhi, india
It's currently 8:15 PM here
Joined November 14, 2018
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Ishan K.
@kpishanh
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delhi, india
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Statistics, Maths, R, Python, HTML+JavaScript
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Portfolio
Portfolio
Simulating Investment Strategies in Python and R
Simulating Investment Strategies in Python and R
Simulating Investment Strategies in Python and R
Simulating Investment Strategies in Python and R
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Experience
Researcher
Aug 2020 - Present
I have working in a research role at Infinite Sum Modelling Inc., Seattle on quantitative modelling in macroeconomic trends, particularly international trade. The clientele of the firm include the World Bank, European Commission, Asian Development Bank etc. During my stint, I have:
- Worked on deploying Computable General Equilibrium modelling
- Developed experimental market tools in Python, JavaScript
Researcher
Sep 2021 - Dec 2021 (3 months, 2 days)
I have worked in the Mahatma Hansraj FDC, under Hansraj College and the Ministry of Education, Government of India on Education Evaluation projects. During my stint,
- I developed surveys and used Structural Equation Modelling (Factor Analysis + Measurement Models) in Qualtrix and R
- Co-authored evaluation reports and a research paper focusing on my findings
Education
MA Economics (DSE, DU)
(2 years)
BA (Honours) Economics (Hansraj College, DU)
(3 years)
Publications
TSMC: Macro-potential of Microchip Manufacturing
Asian Academy of Business, Seoul
In this book chapter, I used R and Python for Time Series tools to assess business practices of TSMC, the semiconductor giant of Taiwan. I assessed the stability of its risk parameters using tests such as Quandt-Anderson. Available at: https://www.amazon.com/How-Asian-Brands-Soar-Lessons-ebook/dp/B09Z8KXKSS/ref=sr_1_1?crid=1JRC6TE8WRBYE&keywords=how+asian+brands+soar+7&qid=1657908678&s=books&sprefix=how+asian+brands+soar+%2Cstripbooks-intl-ship%2C280&sr=1-1
RCT on Voting Choices during Crises
Asian Review of Social Sciences
Designed an RCT to assess how the voting behaviour of people change during crises and whether the change is associated with political leaning. Used ANOVA and regression analysis in R. Available at: https://ojs.trp.org.in/index.php/arss/article/view/2807
Statistical Model of the Halo Effect in Electoral Decision Making
Asian Review of Social Sciences
Designed a Randomised Control Experiment to measure the prevalence of the Halo Effect among voters and used regression analysis to gauge its variation by political leaning. Available at: https://ojs.trp.org.in/index.php/arss/article/view/1610
A Probability Theory Model of Affirmative Action
Indian Journal of Economics and Development
Developed a mathematical model of affirmative action using probability theory and explored the implications of preference to individuals on the basis of disadvantage. Available at: https://doi.org/10.17485/IJED/v8.26
A Mathematical Model of Commercial Private Transportation
Indian Journal of Economics and Development
Developed a mathematical model of rational transport businesses using microeconomic and behavioural economic methods. Comparative statics analysis was done that was confirmed with real world data. Available at: https://doi.org/10.17485/IJED/v8.18
An econometric analysis of investor sophistication in India
Investment Management and Financial Innovations
Conducted ANOVA and MLR analysis of investor sophistication, herding behaviour and overconfidence bias among Indian investors. The survey instrument was also developed from scratch and validated using psychometric tools in R and Qualtrix. Available at: http://dx.doi.org/10.21511/imfi.19(2).2022.06
A Structural Equation Model of Teaching in FDPs
Vision
Deployed Structural Equation Modelling to data from Faculty Development Programmes under NMTT, Government of India. The data analysis was conducted in R (lavaan, psych). The survey instrument was also developed from scratch and tested using psychometric techniques. Available at: https://doi.org/10.1177/09722629221107229
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