Projects & Innovation

Astra Trader

Full-Stack Currency Trading Platform

Astra Trader is a comprehensive, full‑stack currency trading platform developed from scratch after substantial research. It merges my passion for mathematics, finance and technology to provide Astra Nova School students with an accessible, practical learning tool. Through simulated trading of a virtual currency called Astras, students gain first‑hand experience in trading currencies, investing in business and interact with other investors on the board.

90+
Active Users at Astra Nova School

Technical Stack

Full-stack web application built from scratch with modern technologies, handling real-time trading operations, user authentication, and portfolio management.

Active User Base

Currently used by all students at Astra Nova School, fostering financial literacy and strategic thinking through hands-on trading experience.

Rapid Development

Designed, developed, and deployed the entire system in one week, demonstrating efficient problem-solving and technical execution.

Educational Impact

Provides students with practical experience in financial markets, trading strategies, and portfolio management in a safe, virtual environment.

Key Features

  • •Real-time currency trading with Astras (virtual currency)
  • •Portfolio management and tracking
  • •User authentication and secure transactions
  • •Intuitive interface designed for students
  • •Built independently from concept to deployment

Platform Screenshots

Astra Trader Dashboard
Astra Trader Trading Interface
Astra Trader Portfolio

SidMath

Complete GCSE Statistics Learning Platform

SidMath is a comprehensive, 100% free GCSE Statistics learning platform built to provide students with everything needed to master the subject in one place. Featuring revision notes, interactive quizzes, past papers, flashcards, an AI Tutor, and progress tracking—all without subscription, ads, or paywalls. Built by a Year 9 student for students.

Just Launched
100% Free • No Ads • No Subscription
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Study Resources

Revision notes, course syllabus, formulae sheets, GCSE overview, and exam technique tips—everything organized for efficient learning.

Practice & Assessment

Exam practice, past papers, quiz hub, flashcards, mock exams, and grade predictor—comprehensive tools for mastering GCSE Statistics.

AI Tutor & Support

Personalized AI Tutor with chat history preserved, study streak tracking, weak topic recommendations, and leaderboard scoring.

Built for Grade 9

Designed specifically for GCSE Statistics with complete curriculum coverage, progress tracking, and everything needed to achieve Grade 9.

Key Features

  • •Complete GCSE Statistics curriculum in one place
  • •100% free—no subscription, no ads, no catch
  • •AI Tutor with preserved chat history
  • •Quiz progress saved across devices
  • •Personalized weak topic recommendations
  • •Study streak tracking and leaderboard

Sid HFT

High-Frequency Trading Bot with AI Integration

A cutting-edge high-frequency trading bot that combines algorithmic trading with artificial intelligence. This project represents my passion for finance, technology, and pushing the boundaries of what's possible. I'm building this using vibe coding methodology – a dynamic, intuitive approach to development that focuses on creating solutions that feel right and work seamlessly.

Technical Architecture

  • •Paper Trading Platform - Connected to live market data
  • •DeepSeek AI - Advanced AI model with API integration
  • •Real-time Analysis - Market data processing and decision making
  • •Algorithmic Trading - Automated buy/sell strategies

Strategy Development

Auto Monitor Strategy

Momentum-based trading with automated monitoring

Risk Management

Integrated stop loss at x% to protect capital

AI Integration

DeepSeek AI auto-buy when momentum criteria met

Data Analysis

Forecaster Terminal integration for comprehensive analysis

Vibe Coding Approach

Building with intuitive, dynamic methodology that prioritizes elegant solutions and seamless integration. This approach allows for rapid iteration and creative problem-solving in real-time market conditions.

AI Integration

DeepSeek AI with full API connections enables intelligent decision-making, pattern recognition, and adaptive trading strategies that improve over time.

Key Features & Capabilities

  • •Real-time market data analysis and trading execution
  • •AI-powered decision making with DeepSeek integration
  • •Paper trading platform for risk-free testing
  • •Adaptive algorithms that learn from market conditions
  • •Performance tracking and optimization
  • •Scalable architecture for future expansion