I build decision-ready financial tools to show how I would approach problems in PE, FP&A, and strategy: LBO models, valuation engines, deal screeners, risk dashboards, and commercial analytics, each with live apps and structured methodology.
MBA Finance candidate with 3+ years of operating experience across international expansion, pricing, market entry, supply chain optimization, and commercial strategy.
I am targeting finance, investment analysis, private equity, FP&A, and strategy roles where analytical modeling has to connect to a business decision. Marketing analytics appears in this portfolio as commercial analytics: CAC, LTV:CAC, payback, channel economics, and budget trade-offs.
| Project | What It Shows | Live App | Code |
|---|---|---|---|
| PE Investment Committee Dashboard | LBO returns, debt schedule, credit metrics, value creation bridge, IC memo | App | Repo |
| PE Deal Screening Platform | Target prioritization, leverage capacity, valuation discipline, diligence flags | App | Repo |
| Investment & Business Quality Screener | Rule of 40, ROIC, FCF quality, leverage, market position, business quality scoring | App | Repo |
| Company Valuation & Strategy Engine | DCF, public comps, downside-aware recommendation, strategic memo | App | Repo |
| Business Risk Scenario Dashboard | Scenario planning, cash runway, EBITDA pressure, mitigation memo | App | Repo |
| Customer Segmentation & Campaign ROI Dashboard | CAC, LTV:CAC, ROAS, payback, funnel diagnostics, budget shift recommendations | App | Repo |
| Marketing Budget Allocation Simulator | Channel mix planning, diminishing returns, CAC, ROI, payback, contribution impact | App | Repo |
| Project | Focus | Live App | Code |
|---|---|---|---|
| Market Expansion Command Center | Market sizing, financial forecasting, sales pipeline, risk scoring | App | Repo |
| Financial Analysis Agent | P&L analysis, profitability insights, financial readout automation | App | Repo |
| Market Entry Analyzer | Market sizing, competitive landscape, risk-weighted recommendations | App | Repo |
| Call Notes Follow-Up Tool | Sales notes, follow-up emails, CRM-ready summaries | App | Repo |
Finance and investment analysis: DCF, LBO modeling, public comps, scenario analysis, valuation, credit metrics, ROIC, FCF yield, unit economics, margin analysis.
Business and strategy: TAM/SAM/SOM, market entry, business case development, KPI design, risk planning, operational diagnostics, stakeholder-ready memos.
Commercial analytics: CAC, LTV:CAC, ROAS, funnel conversion, budget allocation, campaign ROI, channel mix planning, growth trade-offs.
- Co-founded and operated an international export business across Russia, Mongolia, and the Middle East. The market expansion and market entry projects formalize the same commercial analysis into reusable decision tools.
- Improved on-time delivery from 60% to 95% through operational bottleneck analysis and process redesign.
- Reduced logistics costs by 20% through vendor benchmarking and supply chain optimization.
- Built market entry and commercial strategies that identified $320K+ in market opportunity and supported $450K+ in pipeline.
- Improved margins by 12 percentage points through pricing analysis, cost structure review, and contract profitability work.
MBA Finance, Middlesex University Dubai - in progress, 2026
B.Com (Hons), St. Xavier's University, Kolkata - GPA: 7.92/10
These projects are built to demonstrate practical business judgment, not only code. Each repo is structured with a Streamlit app, sample data, documented methodology, validation tests, release notes, and a live demo.