Tech & Data Savvy

7 articles • Data-driven analysis and tools for smarter financial decisions

Dismantle one 101 Investment-Linked Plan (ILP)

A transparent, unbiased comparision of 101 ILP (FWD), Robo Advisor (Endowus) and direct ETF investment, with actual numbers and python scripts.

DataAnalysis

Simple Family Income Tax Calculation Template

In Singapore for dual-income households, reasonable planning can save a lot of tax. I’ve always used a simple Google Sheet to calculate family income tax, and the results are almost always consistent with the actual tax paid. Here are some tips to share.

Tools

IUL and Index Investment Comparision

Comparing downside-protected IUL investment logic with direct index investment and 40/60 portfolios: 25-year backtest of floor-cap strategies vs market.

Opinions

Should I Include Singapore Property in My Investment Portfolio

Analyzing Singapore property investment returns vs S&P 500 and REITs: data-driven case study with Python calculations comparing expected returns.

DataAnalysis

Our Renovation Journey: Budgeting and Quotation Cost Breakdown

Our S$70K renovation budget planning. Comparing 5 different IDs' quotations

MoneyStory

Common Investment Misconceptions

Four common investment mistakes: being overly conservative, single investment channels, over-focusing on passive income early, and chasing growth in retirement.

Opinions

I Built a Financial Planner Tool — Here's the Story Behind It

A personal finance tool built out of frustration with spreadsheets and the need to see the full picture — portfolio, insurance, budget, and FIRE path — all in one place.

Tools
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