Problems I've
tried to solve.
I like problems that sit between disciplines — where financial thinking, analytical methods and business context need to work together.
Project
Prarambh
Can a sustainability-led idea be turned into a financially viable business?
The Problem
The project explored the commercial viability of converting recycled PET bottles into affordable 3D-printing filament while creating a scalable business model.
My Role
Worked as co-founder and financial lead, building the financial case and connecting operational assumptions with investment decisions.
The Analysis
Built a five-year integrated financial model covering capital requirements, revenue scenarios, costs and investment viability using WACC, NPV, IRR and payback analysis.
The Audience
Students, educational institutions, makerspaces, small businesses, startups, designers and hobbyists.
Financial perspective
The model evaluated ₹25L+ in capital requirements and tested the project's ability to create long-term value through projected cash flows and investment metrics.
Nobelza
How should a portable TB-testing solution approach market entry in a complex and competitive healthcare market?
The Problem
The project focused on understanding the market opportunity and identifying a practical commercialisation strategy for a portable healthcare testing solution.
Market Analysis
Conducted market sizing, competitive benchmarking and demand forecasting across multiple healthcare segments.
Financial Analysis
Developed Excel-based financial and risk models to evaluate potential market opportunities and test commercial assumptions.
Strategy
Examined pricing and distribution approaches with the objective of improving deployment efficiency and market penetration.
Commercial perspective
The analysis evaluated opportunities in the ₹5–10 Cr range and connected market research with financial feasibility, pricing and distribution decisions.
Sectoral
Analysis
How do different sectors behave from an investment perspective, and can quantitative signals support better portfolio decisions?
The Scope
Compared companies across sectors including Indian renewable energy and pharmaceutical companies to understand differences in performance and risk.
Financial Metrics
Analysed financial ratios, beta, volatility, Sharpe ratios and other indicators to evaluate companies from an investment perspective.
Portfolio Analysis
Examined sector rotation and portfolio allocation to understand how quantitative measures could support investment decisions.
Quantitative Signals
Explored algorithmic trading signals as a way of translating market behaviour into structured investment rules.
Investment perspective
The project connected traditional financial analysis with quantitative techniques to understand how risk, return and market behaviour can influence portfolio decisions.
Budgets &
Macroeconomic
Outcomes
What can long-term macroeconomic data tell us about the relationship between government budgets, fiscal policy and economic outcomes?
The Dataset
Worked with more than 20 years of macroeconomic data covering GDP, inflation, fiscal deficit, capital expenditure and FDI.
The Framework
Structured more than 150 economic indicators into an analytical framework for comparing fiscal strategies and economic outcomes.
Trend Analysis
Built trend-based Excel dashboards to examine relationships between fiscal policy, growth patterns and investment flows.
Interpretation
Used historical patterns to develop a structured perspective on how fiscal decisions interact with broader macroeconomic outcomes.
Analytical perspective
The project strengthened my ability to work with large, multi-year datasets and translate economic indicators into an interpretable analytical narrative.
Envaplax
How can fragmented sustainability disclosures be turned into information that allows companies to be meaningfully compared?
The Dataset
Analysed more than 50 corporate BRSR disclosures across multiple companies and industries.
ESG Framework
Structured information across more than 10 environmental, social and governance metrics.
Benchmarking
Developed comparative frameworks to identify differences in sustainability performance and disclosure patterns.
Business Insight
Translated fragmented disclosures into structured information that could support comparison and business interpretation.
ESG perspective
The project combined research, data structuring and comparative analysis to make sustainability information more accessible for business interpretation.
More problems.
More experiments.
I continue to explore projects across analytics, finance, information systems and business. Some of the smaller experiments and technical work live on my GitHub.
Explore GitHub →