Scale NEPSE

Scale in finance combines intelligent AI models with real market data to give clear Buy/Sell/Wait signals. It is designed for clarity, accuracy, and modern stock market needs. Scale provides clarity when markets are noisy. It is built to support confident investment decisions using transparent, research-based intelligence. The most accurate candlestick pattern recognition available on mobile — all in one clean, fast app. Key Features • Real-time NEPSE prices, volume & company fundamentals and full future support for NSE, NYSE/NASDAQ • Buy/Sell/Wait signals powered by 40+ candlestick patterns + hybrid prediction • Instant detection of Hammer, Doji, Order Block, Breaker Block, Double Bottom & more • Financial news sentiment + social sentiment analysis • Hybrid prediction models including LSTM + ARIMA + Linear Regression • Personal watchlist with private notes and notification alerts • Community news feed filtered for finance-relevant posts • Share stock insights and market news with others instantly • User profile personalization for better recommendations • Recent patterns and data tables for quick analysis Whether you trade technology, hydropower, banking, manufacturing, or microfinance stocks — Scale shows you exactly what’s forming right now. A Research-Based System: Scale is part of the project - A Highly Intelligent Stock Analysis System Integrating Sentiment Analysis, Pattern Recognition, and Hybrid Prediction Models. ScaleRank™ — our indexing algorithm that prioritizes high-quality, fresh & reliable financial information. Decision Engine — combines pattern confidence + sentiment + predicted movement for stronger signals. → Result: strong, reliable Buy/Sell/Wait signals You receive clear summaries, not confusing charts. Algorithms Behind the App • NLP1: Analyzes financial news and market-focused text • NLP2: Understands general sentiment from community and social activity • Pattern Recognition: Classifies 40 technical patterns in real time • Hybrid Prediction: Uses 60 data points to forecast future movement Scale supports NEPSE (Nepal) with full functionality. In the next, we will expand to the NSE and the NYSE/NASDAQ, along with major global markets. This means you’ll be able to analyze and make smarter decisions across multiple stock exchanges — all from one app. Why Scale in Finance? • Understand market direction easily • Find opportunities early through fast pattern recognition • See real reactions behind price moves using news & community sentiment • Simple signals (Buy / Sell / Wait) instead of confusing charts Scale helps everyone — beginners and experienced investors — make smart, confident decisions with ease. (Note: This app provides analytical tools and does not provide financial advice. Users should make independent investment decisions.)