Trading Bot
Dec 27, 2023
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1 min read
Developed a machine learning pipeline for stock trend prediction using technical analysis indicators on NIFTY50 data. The project involved extracting and preprocessing market data, engineering features using indicators such as MACD, RSI, Bollinger Bands, ADX, and Aroon, handling missing values and normalization, and training models to predict short-term gains and trading positions (buy, sell, or hold).
Authors
Anshu Arora
(अंशु अरोड़ा)
MS Student
I am interested in machine learning and robotics, with a focus on reinforcement learning, optimization, and data-efficient learning algorithms for embodied agents. My goal is to develop systems that can generalize, adapt, and make effective decisions under real-world constraints. I am particularly excited by problems at the intersection of learning, control, and autonomous interaction.