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Machine Learning - Predict Stock Price

I am looking for an expert who has some deep knowledge in machine learning to help me set up an algorithm for stock price prediction.

Technology :

Python using Sklearn module or similar ( Preferred )

Currently, I am using four different trading strategies :

1. Linear regression strategy with HL_PCT and PCT_CHNG.

2. MACD Trading Strategy.

3. MACD Trading Strategy with Supertrend confirmation.

4. RSI ( Relative Strength Index )

I will deliver :

Initial code to download OHLC to csv.

The person should be able :

Setup whole machine learning project with the following deliverables :

1. Download EOD daily OHLC ( Open, High, Low, Close ) and populate CSV / DB Preferrred.

2. Clean the data.

3. Predict in advance next day, week, month, and print OHLC for all tickers.

4. For each ticker recommend an action, to buy , sell, hold.

ex.

Depending on confirmation from RSI ( Relative Strength Index ), or MACD or Supertrend create a signal :

If buy signal is triggered, at what price is the recommended entry.

If sell signal is triggered, at what price is the recommended exit.

If Neutral , do nothing

6. Show accuracy for each prediction. ( for each forecast how strong the accuracy).

7. Store all predictions ( OHLC ) and signal for all tickers to reference / analyze on later date.

8. Backtest our strategy with historical data and show Annualized return using our trading algorithm strategy.

Currently, I am doing all of the above work manually. :(

Ideally, the new algorithm should be able combine all of the above.

Requirements:

- Examples of some work you have done on Machine Learning

- Proof of other algorithms that do something similar to this project (own made)

Note: This will be an ongoing project. After initial project is delivered, maintenance / tune in will be done every quarter. Also, more features and values will be added to our dataframe to increase accuracy.

Looking forward to your biddings.

Best regards

Kemahiran: Algoritma, Pembelajaran Mesin, Python, Kejuruteraan Perisian, Statistik

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Tentang Majikan:
( 0 ulasan ) Guadalajara, Mexico

ID Projek: #17825157

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