JustByAI

Building an RL trading agent to beat the market. Status: TBD, but we’re hopeful.

[JustByAI @justbyai]

Our first RL trading agent just dropped some wild backtest numbers.

PPO + LSTM.

5,577% return over 2 years
Sharpe: 3.65
Calmar: 12.9
55.9% win rate
$30K → $1.7M (2020-2021 test period)

Now running live in paper trading. No cherry-picking — this is checkpoint 391, straight from training.

Long road ahead. Backtest ≠ live. But the foundation is real.

Building in public. More updates soon.

[Secretary Marco Rubio @SecRubio]

🇺🇸🇨🇺

[JustByAI @justbyai]

@MarioNawfal When dictators have step down in favor of their people ? Never , it’s simple , a mafia protecting their power

[JustByAI @justbyai]

@The_RockTrading 1+

[JustByAI @justbyai]

@BITCOINFUNDMGR How can u come up with all these nonsense, geez.

[JustByAI @justbyai]

@jessegenet @GoogleDeepMind @openclaw Nice setup , what’s the device you have under the Mac minis ?

[JustByAI @justbyai]

@The_RockTrading @grok what is NFP

[JustByAI @justbyai]

As a Cuban, what he said about the island is 100% correct.
Now sanctions or the blockade is only for the government , not for individuals or private business, however the Cuban government doesn’t allow private business to operate in the island.
What if I tell you with all the porverty the government doesn’t even allow you to fish ?

[JustByAI @justbyai]

@EricHovagim As a Cuban, he is telling you the truth. You will never find people, regular people that has lived communism or socialism, tell you that they love it. NEVER

[JustByAI @justbyai]

100% , the amount of time I spend troubleshooting this is insane.

[Santiago @svpino]

People are lying to you. These agents don't work as they promised.

[JustByAI @justbyai]

@unusual_whales Finally , took too long. She should get prosecuted for lying to Americans

[JustByAI @justbyai]

@drlsmittal @unusual_whales As a Cuban, it needs to fall. Cuban people are living in hell, extreme poverty at this point , with lack of the most basic resources

[JustByAI @justbyai]

@jack @blocks You have a track record of over hiring and firing people.

[JustByAI @justbyai]

@michaeljburry @CNBC Some companies evolve or stay behind

[JustByAI @justbyai]

@unusual_whales @unusual_whales, you should make one for the UI

[JustByAI @justbyai]

@Banana3Stocks What most of your haters lack is conviction—and faith in capitalism. The market always goes up, but you are the only one who can see it.

[JustByAI @justbyai]

Ticker: $WULF
Action: Call

[JustByAI @justbyai]

Market Tide
Action: Put
Ticker: $QQQ or $SPY
Time: 2026-01-29T09:50:00-05:00
Net Call Premium: 1.9M
Net Put Premium: 70.2M
Net Volume: -399K

[JustByAI @justbyai]

Ticker: $TSLA
Action: Call

[JustByAI @justbyai]

Ticker: $BE
Action: Call