Algo Trading in India |

Data is the new oil, at Squareoff we firmly believe there are lot of hidden gems if we dig deep with the data. For months we have been working on this machine learning bot to generate a consistent returns with higher winning accuracy with least risk.

We did forward test with the ML bot by running it live in our own account with 2 lacs capital, 1 lot in Nifty and 1 lot in Bank Nifty weekly options, since Sep 2020, it generated around 45% returns in last two months with winning accuracy of greater than 65%. Please note that its directional option selling strategy.

How does Machine learning bot works?

Unlike our other trading bots which works based on price patterns and other historical data, ML bot works based on live data that includes everything price, volume, Open interest, volatility, we added as much as data we can, so that the BOT can quickly analyze the datasets and make buy/sell decisions. 

By trading with 2 lacs capital, the bot has given only 9% drawdown so far. The max loss happened so far in a day is 10k with Nifty & 10k with Bank Nifty and average number of trades in a day will be around 2 or 3 trades. We do not have backtest for ML bot, the structure is so complex that its hard to backtest like any other simple strategy, the bot was trained to find alpha with huge historical intraday datasets and later we forward tested it by deploying our own capital. So the give info is for short period of forward test sample days only, there are days where the ML bot could trigger multiple trades (as high as 12 to 15 trades in a day) and it never uses any targets but has predefined stop loss of 25% as a part of our risk management. we recommend users to trade with only just one or two lots for few months and gradually scale up the size. Trade this bot only with the capital you can afford to lose, we see ML bot could be a big game changer with dynamic analysis, over the longer run it should generate higher returns.

Index:

The ML bot trades on both Nifty and Bank Nifty, based on the live data it shorts ATM CE or PE, and keeps a risk management stop loss with each trade. The ML bot will keep changing the positions from CE to PE or PE to CE based on incoming data. It works like Stop and Reverse system, if the data suggest to short Call option, it shorts ATM call option and waits for PE signal to appear, if the data suggests to short Put option, then it will squareoff the existing call option, cancel the existing Call option stop loss and initiates PUT option strike. 

The default stop loss is kept as a part of risk management, in case of any issues from broker side due to which connection gets lost, then ML bot users will be at risk if we don’t keep a stop loss in the order book, thats why bot places default stop loss, but when next order is triggered, those SL orders are cancelled along with squaring off open positions. We recommend to trade this bot with minimum 2 lacs as capital per lot.

Cost?

Machine learning bot will be available for all our existing bot subscribers without any additional cost. If you are not a subscriber, then you can access all our 11 trading bots at Rs.29500 per year. You can subscribe using this link https://rzp.io/l/alicebluebots You cannot subscribe only to ML bot, as its not a standalone bot. Currently it works only with Aliceblue. You can take free trial using this link https://squareoffbots.com/aliceblue/login

We always recommend to subscribe to all bots instead of individual bots because, at Square off we always work on innovative trading ideas, so we keep developing new strategies and implement it as a bot, all bots subscribers will get access to any new bots we develop without any additional cost.

 The Machine Learning bot has made 20% returns  in last 4 months (as on April 7th 2021), however last one months was rough, due to market volatality back to back stop loss was hit and the strategy was in drawdown phase, but eventually it recoeved from drawdown and made new equity high today. That’s why we always say be disciplined and stick to the trading bot for longer period, users who see streaks of losses would stop trading the bot thinking it stopped working, and users who traded with over leverage would have blown up their capital during drawdown phase. But all bot users who traded with correct leverage was able to sail through drawdown phase easily. Here’s the live pnl report of ML bot



11 comments on “Machine Learning Trading bot

  1. Last few days combined ml bot has given -17% on normal margin. I used 4x leverage and more than half of my capital is now gone. Started with 10 l now it’s less than 4l. How can I recover my losses?

    1. manual trading is the best, atleast you have some control. machines do not bother whether you make profit or loss.

  2. Sir today also heavy loss. Total 4% loss is nrml margin total 25% in nrml last 7 days. 80% of my capital wiped out in last 5 days. I am taking loan now to recover

    1. Do not over leverage, recommended capital is at least 2 lacs per lot, higher the leverage, higher the risk. And completely avoid trading based on borrowed money. That’s a big blunder one can do.

  3. What is ROI per month, if i started with Rs.2 lacs capital.
    Also plz publish every bot’s performance with minimum capital requirement for each trader

  4. manual trading is the best, atleast you have some control. machines do not bother whether you make profit or loss.

    1. Machine learning bot involves high level complex concepts where tons of data is feed into the machine and bot chooses it own rule based on the data, we do not feed in any rules.

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