Bharath Kashyap

With over 8 years of IT experience, I specialize in integration solutions using webMethods and other middleware technologies. I'm proficient in AWS, Azure, and Azure DevOps. In my personal projects, I actively delve into machine learning with Python, pandas, scikitlearn, TensorFlow, Keras, and hosting on AWS. This blend of professional and personal expertise enriches my approach to emerging technologies.

• Contribution to open source projects (FreqTrade) related to ML/AI and statistical analysis for Algorithmic trading and stock price prediction. Using single target and multi target regression and classification algorithms like XG-boost, CAT boost, Random forest, LSTM etc on various combinations of technical adapters to predict the direction and the price of stocks/crypto for performing automated trading.
• Chat bot application using Retrieval-Augmented Generation, Large language models and GEN AI APIs which can be fed with any base information from crawlers to generate meaningful responses and retrieval of information.
• Vertical farming assistant and crop recommendation tool (IOT and ML)- Collecting sensor data (temperature, humidity etc) through MQTT for analyzing and suggesting the values of controllable parameters (water, sunlight etc) to get the maximum yield and also to make informed choice of the crop to grow for given conditions.