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From Todos to Trades: Building a NEPSE Moving‑Average Screener in 30 Minutes

When I needed a quick proof‑of‑concept for a NEPSE technical‑analysis tool, the only data I had on hand was a public placeholder API. It sounded ab…

Remittance vs NEPSE: A Leak‑Free Correlation Pipeline

Remittance vs NEPSE: A Leak‑Free Correlation Pipeline

Ever noticed a “perfect” correlation between Nepal’s remittance inflows and the NEPSE index, only to discover the numbers vanished once you looke…

Engineering Temporal Purity: Building a Leak‑Free Feature Pipeline for NEPSE Prediction with Macro Indicators

When I first tried to predict the NEPSE index, my backtests looked too good to be true—overnight, I realized the daily features were secretly borro…

Risk‑Parity Portfolios for Nepali Investors: From Data to Deployment

You manage capital exposed to the Nepal Stock Exchange (NEPSE) alongside global crypto assets like Bitcoin and Ethereum, but static asset allocatio…

Beyond Paper Trading: Engineering an Automated Feasibility Engine for NEPSE Algorithmic Strategies

Have you ever watched a backtested Python trading strategy post staggering double-digit returns on historical data, only to crash and burn the mome…

Beyond Spreadsheets: Building a Resilient, Vectorized Portfolio Tracking Engine for Volatile Markets

Building a production-grade portfolio tracker requires treating time-series alignment, missing historical data, and corporate actions as core engin…

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