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Projects

Projects

Hands-on project briefs from Academy courses. Each one describes what a learner builds, the skills it develops and what is handed in — not trading results.

These are example project briefs from course curricula. They describe the learning exercise; they are not showcases of student work or claims about trading performance.

9 projects shown

  • Example project

    In the course curriculum

    Market Data Dashboard

    Fetch historical market data for an NSE stock and present it in an interactive chart with volume, moving averages and Bollinger Bands.

    • Python
    • Analysis
    • Intermediate

    Algorithmic Trading with Python

  • Example project

    In the course curriculum

    Strategy Backtester

    A vectorised back-test of a 20/50 EMA crossover rule across several years of data for a sub-portfolio of Nifty 50 stocks, with a full performance report.

    • Python
    • Algorithmic
    • Research
    • Intermediate

    Algorithmic Trading with Python

  • Example project

    In the course curriculum

    Strategy Analytics Report

    A reusable Python module that turns any back-test trade log into a complete HTML performance report.

    • Python
    • Analysis
    • Research
    • Intermediate

    Algorithmic Trading with Python

  • Example project

    In the course curriculum

    Paper Trading System with Alerts

    An automated paper-trading engine: live data feed, indicator calculation, signal generation and simulated order placement, with alerts on every simulated trade.

    • Python
    • Algorithmic
    • Platform
    • Intermediate

    Algorithmic Trading with Python

  • Example project

    In the course curriculum

    Capstone Strategy

    Your own strategy taken end to end: designed, coded, back-tested, optimised, paper-traded, deployed and monitored, with full documentation.

    • Python
    • Algorithmic
    • Research
    • Intermediate

    Algorithmic Trading with Python

  • Example project

    In the course curriculum

    MT5 Expert Advisor

    A trend-following Expert Advisor with an EMA crossover signal, a higher-timeframe trend filter, ATR-based stop-loss, percentage-of-equity sizing and a trailing stop.

    • Algorithmic
    • Platform
    • Advanced

    MQL5 Expert Advisor Development

  • Example project

    In the course curriculum

    Custom Indicator & Alert System

    An alert script that fires only when several conditions are true at once — momentum, proximity to a pivot level, trend strength and volume — with an alert for each condition.

    • Analysis
    • Algorithmic
    • Beginner

    Pine Script for TradingView

  • Example project

    In the course curriculum

    Chart Analysis Portfolio

    Annotate the daily charts of ten Nifty stocks with support/resistance, trend lines, candlestick patterns and two indicators, and write a short interpretation of each.

    • Analysis
    • Trading
    • Beginner

    Stock Market Foundation Program

  • Example project

    In the course curriculum

    Paper Trading Journal

    Identify and paper-trade ten setups over two weeks and record each in a journal: rationale, entry, stop-loss, outcome and lessons learned.

    • Trading
    • Research
    • Beginner

    Stock Market Foundation Program

Build this project in a course

Projects are completed inside Academy courses, with instructor feedback. Enquire about the course that includes this project.