Role capstone5-7 focused daysAdvanced
DeFi risk primer
Emerging Finance Roles portfolio artifact 3 of 5
Build
Model, memo, dashboard, notebook, or deck.
Explain
Clear assumptions, insight, and recommendation.
Show
Resume bullet and interview story.
What you are doing
Act as a junior Emerging Finance Roles analyst. Use public information to produce a decision-ready work product for a manager or interview panel.
Show that you can apply ESG analysis, Climate finance, Machine learning, Python, Portfolio construction in a practical analyst workflow, not only explain the theory.
What to make
Emerging Finance Roles portfolio artifact 3 of 5
Deliverables
- Professional brief
- Financial model or analytical workbook
- Presentation deck
- Source log
- Interview talking points
- Source and assumption log
- One-page executive summary
- Final memo PDF
How to start
- Define the portfolio, exposure, product, or process under review.
- Choose risk metrics such as VaR, drawdown, volatility, PD/LGD, limits, or loss frequency.
- Set data assumptions and limitations upfront.
Step-by-step execution
- Clean the dataset and define risk factors.
- Calculate baseline risk metrics and limit usage.
- Run stress scenarios and compare against risk appetite.
- Create a dashboard or memo explaining breaches and trends.
- Recommend actions such as hedge, reduce, monitor, escalate, or change controls.
Data and sources
- Public filings, official regulatory material, public datasets, company career/domain research, and a documented source log.
- NSE/BSE market data
- RBI/SEBI circulars where relevant
- Public historical price data
- Synthetic loss-event dataset
- Company risk disclosures
Tools to use
- Excel or Google Sheets
- Docs
- Slides
- Python
- Google Docs
- Public sources
Quality rubric
- Clear problem statement and role context
- Source-backed assumptions
- Clean model, memo, notebook, or dashboard
- Decision recommendation with risks
- Resume bullet and interview talk track
Resume bullet
Built a Emerging Finance Roles capstone on defi risk primer using public sources, structured analysis, and a decision-ready output.
Interview talk track
- Problem: explain the business question and why it matters for Emerging Finance Roles.
- Method: describe the data collected, assumptions made, and analysis performed.
- Decision: state the recommendation, key risk, and what would change your view.
Linked skills
Portfolio constructionBuild a model portfolio and rebalance it using stated constraintsPythonAnalyze financial time series with pandas and create reusable notebooksMachine learningTrain a baseline credit-risk or churn model and explain model limitsESG analysisScore a company using BRSR and sustainability disclosuresClimate financeAnalyze a green bond or climate project finance case
Related projects
Build a model portfolio and rebalance it using stated constraintsIndustry-ready proof for portfolio constructionAnalyze financial time series with pandas and create reusable notebooksIndustry-ready proof for pythonTrain a baseline credit-risk or churn model and explain model limitsIndustry-ready proof for machine learningScore a company using BRSR and sustainability disclosuresIndustry-ready proof for esg analysis