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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…

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…

From Zero to Live: Building a Production‑Ready NEPSE Ticker with WebSockets

When I first tried to feed live NEPSE quotes into my back‑testing framework, the only option was a noisy REST poll that missed sub‑second price mov…

From API to Trade: Building a Backtest Pipeline for NEPSE with Backtrader

When I first tried to prototype a simple moving‑average crossover on NEPSE stocks, I was stuck in a notebook, re‑downloading the same CSV every tim…

How I Built a Resilient Real‑Time NEPSE Ticker with `websockets` and `asyncio`

When I tried to stream NEPSE price updates with the simple websocket-client library, a single network hiccup dropped the connection and my data pi…

Beyond Raw Prices: Architecting a Robust Pipeline for Normalized Bitcoin Currency Performance Comparison

Beyond Raw Prices: Architecting a Robust Pipeline for Normalized Bitcoin Currency Performance Comparison

Learn to architect a resilient data pipeline that normalizes and compares the historical performance of a single asset across multiple currencies…

Beyond Static Charts: Architecting a Real-Time Bitcoin Price Signal Generator

Beyond Static Charts: Architecting a Real-Time Bitcoin Price Signal Generator

Ever wondered how to move past static historical charts and build a system that tells you what to do *right now* with live market data? It's …

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