Pytorch Lightning reinforced learning on timeseries

I am an inter-disciplinary researcher with over 5 years of professional research experience. I am working as Research Analyst at Ministry of Climate Change. I am currently working on Machine learning models RandomForests, XGBoost and LSTM networks (using Pytorch) for streamflow timeseries predictions. Considering my qualification and experience i would be pleased to do this task for you. Look forward to hearing from you soon. Haris

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Dear sir, I read your requirement. I have good experience in python script developer ,JavaScript, with 2 years of experience. I would like to work on this project and can complete with 100%accuracy with in the time frame, waiting for your reply about this project. Thanks Habibullah B

Hello, I am a ML/DL Expert using Python for more than 4 years. I worked a lot of Finance and Trading projects with Pytorch, Keras, Tensorflow. I read the Document you shared and I checked the Csv files, I can do this work since I worked with the 3 models (LSTM, xgboost, Tree algos) for predicting stock price and Yahoo Finance (and other platforms). Also, I worked with historical and real time data (structured and unstructured Data). I cite some projects I worked before : - Get stocks Data (AAPL, GOOG) using Yahoo Finance API and Implementation of forecasting Algo (xgboost). - Options trading with interactive brokers API using Python. - Web Application with Django : Stock Chart Pattern Recognition Using Market Internals Machine Learning & Neural Network with Python (TD Ameritrade API, Web Scraping, DataViz, Trading, Deep Learning) - Web Application with Django : Scraping stocks prices and do a neural network prediction with python (Tiingo API, LSTM, CNN). - Forex trading boot with Python (Oanda API, 50&200 EMA crossing strategy). - Scraping data and Prediction of precipitations ( API, Time series, RNN, LSTM, GRU). I guarantee you a best work within the deadline and respecting your needs. To discuss the details and the working method, it will please me your contact. Have a nice day.

As a Senior Data Scientist, I can finished this project like as you want. I think the important thing in carrying out this project is to use effectively , have power to complete this. I have 3 years of Machine Learning Development and 5 years of Processing Big Data Experience and own the following technologies. 1. Computer Science Fundamentals and Programming 2. Probability and Statistics 3. Data Modeling and Evaluation 4. Applying Machine Learning Algorithms and Libraries 5. Software Engineering and System Design 6. No Sql, Sql Database(MongoDb, PostSql, MariaDB, MySQL) Let's discuss other serveral problems in detail.

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I am a current MSc student at the University of Sussex, studying Artificial Intelligence and Adaptive Systems. I also hold a 1st Class with Honours in Mathematics. The fact that I am studying means that I am constantly reading the current literature and writing my own. I specialise in Neural Networks and Time-Series analysis and forecasting. I also have a framework in place which puts me in good standing to complete your project efficiently, and with satisfactory results. I would like to inquire about the general purpose of this project. Thank you for your consideration.