← stack

data visualisation

2 pieces of work across 2 categories.

• Aperio FP&A

  live2026

  An AI-assisted FP&A workflow that connects uploaded financial data, mapped reporting fields, and deterministic finance logic to produce variance analysis, anomaly detection, driver-based forecasts, scenario summaries, board-style briefs, and natural-language finance Q&A, with saved analyses, subscription billing, and PDF export.

  • ai q&a
  • anomaly detection
  • board reporting
  • forecasting
  • scenario analysis
  • variance analysis

  • claude api
  • claude code
  • data visualisation
  • file and document handling
  • github
  • javascript
  • lemon squeezy
  • node.js
  • playwright
  • postgresql
  • react
  • resend
  • sentry
  • supabase
  • tailwind css
  • vercel
  • vite

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• Tesla vs NVIDIA 5-Year Stock Analysis

  concept build2024

  A Python analysis comparing Tesla and NVIDIA from 2020 to 2025, covering annualised returns, volatility, Sharpe ratio, drawdowns, rolling and yearly returns, a risk-return comparison chart, and a simulation of how a 10,000 dollar investment in each and in a 50/50 split would have grown.

  • data visualisation
  • portfolio simulation
  • returns analysis
  • risk analysis

  • data visualisation
  • github
  • jupyter
  • pandas
  • python
  • yfinance

  visit ↗