Oleksii Kravets

War-trained. Code-forged.
Built an AI trading system in 30 days with GPT.
No excuses. Just results. 🇺🇦

[Oleksii Kravets @wekabeka2014]

🚨 My AI trader just skipped 3 risky trades in shadow mode.

⚙️ GPT-4 + LSTM + risk logic
🛑 Action: HOLD
📉 Reason: “Drawdown 4.1%, whale flow flat”

Want the log? $5 preview.
Explainable AI for real trading.

🔗 https://t.co/veGn8Wy7Kk
📩 [email protected]

[Oleksii Kravets @wekabeka2014]

🚀 Be part of history. The future of trading & AI is being built NOW—and you can be part of it. Join my project and help shape the next revolution.

#AI #Trading #Innovation

[Oleksii Kravets @wekabeka2014]

Traditional Approach:
• 6+ months of dev
• Team of 5+ experts
• $500k+ budget

My Approach:
• 30 days
• 1 human + AI
• $0 at start

No excuses. Just results.

#BuiltWithGPT #AI #SoloDev #XAI #ReinforcementLearning

[Oleksii Kravets @wekabeka2014]

Traditional Approach:
• 6+ months of dev
• Team of 5+ experts
• $500k+ budget

My Approach:
• 30 days
• 1 human + AI
• $0 at start

No excuses. Just results.

#BuiltWithGPT #AI #SoloDev #XAI #ReinforcementLearning

[Oleksii Kravets @wekabeka2014]

@ns123abc HAHAHAHAHAHAHAHAH Grok 3.... HHAHAHAHAHAHA

[Oleksii Kravets @wekabeka2014]

Gemini reviewed my code.

Their verdict?
“Extremely unlikely. Practically impossible. A novice can’t build this.”
Maybe they’re right.
But I’m not here to be probable.
I’m here to be real.
This isn’t AI hype
This is history in progress
#BuiltWithGPT #ChatGPT #GeminiAI #solodev

[Oleksii Kravets @wekabeka2014]

Since then, I’ve built:
– PPO + LSTM agent
– CVaR-based risk engine
– Regime scanner
– XAI logging (SHAP, LIME)
– Binance Testnet integration
– 180+ custom modules
With no degree.
No team.
No money.
Just me. And 5 AIs.
Still not done.

[Oleksii Kravets @wekabeka2014]

I didn’t clone GitHub repos.
Didn’t watch tutorials.
Didn’t Google "how to build a trading bot."
I opened ChatGPT.
And I asked:
“How do I build a system to survive?”

[Oleksii Kravets @wekabeka2014]

DeepSeek doesn't believe I built it.

They say it's "highly improbable" for someone with no background to create an RL+XAI trading system in 30 days.

Maybe it is.

But I did.

Here's their internal memo. 🧵👇
(image)
This isn’t a project.
This is proof.

[Oleksii Kravets @wekabeka2014]

@Startup_Canada DeepSeek doesn't believe I built it.

They say it's "highly improbable" for someone with no background to create an RL+XAI trading system in 30 days.

Maybe it is.

But I did.

Here's their internal memo. 🧵👇
(image)
This isn’t a project.
This is proof.

[Oleksii Kravets @wekabeka2014]

@OpenAI wow you did it!

[Oleksii Kravets @wekabeka2014]

@karpathy Hi @karpathy,

Inspired by your work I’ve built a fully functional RL+XAI crypto trading system deployed on Binance using GPT-4 for system coordination
Ive shared the project on GitHub would love to hear your thoughts on AI-powered trading systems https://t.co/veGn8Wy7Kk

[Oleksii Kravets @wekabeka2014]

@binance Hi @Binance
I’ve developed a fully functional RL+XAI crypto trading system deployed on Binance Testnet
For further details or inquiries feel free to contact me via DM or [email protected]
Details https://t.co/kR36Ryq7LG
#MachineLearning #ReinforcementLearning #Trading

[Oleksii Kravets @wekabeka2014]

@BinanceAcademy @4simgovaz Hi @Binance
I’ve developed a fully functional RL+XAI crypto trading system deployed on Binance Testnet
For further details or inquiries, feel free to contact me via DM or email [email protected]
https://t.co/kR36Ryq7LG

#MachineLearning #XAI #ReinforcementLearning #Trading

[Oleksii Kravets @wekabeka2014]

I’m a solo dev from Ukraine. Built an RL+XAI crypto system in 30 days using GPT-4 (ChatGPT Plus).

Looking for minimal support (GPT-4 Pro, ML PC, GitHub Copilot) to continue development. Not asking for funding, just tools to improve.
System details https://t.co/kR36Ryq7LG

[Oleksii Kravets @wekabeka2014]

📎 Diagram + PDF:

Built from scratch with no funding.
Just structured AI guidance — GPT in the loop.
https://t.co/ikfItHQuKA
If relevant to your AI enablement research — I’m open to share more.

— Anonymous

[Oleksii Kravets @wekabeka2014]

System includes:

– PPO + LSTM + reward shaping
– CVaR-based ARCE 2.0 risk engine
– Regime detection (trend/range/crash)
– Shadow mode evaluator
– XAI layer with explanation logs
– Async core + Redis telemetry

All explainable. All modular.

[Oleksii Kravets @wekabeka2014]

No prior math, finance, or programming background.
No team.
No human help.
Only GPT-4 (ChatGPT Plus), DeepSeek, Claude, Gemini, and GitHub Copilot (basic plan).

GPT-4 was my system architect — planned, validated, coordinated.
I executed.

[Oleksii Kravets @wekabeka2014]

I built a full autonomous RL+XAI crypto trading system in 30 days using ChatGPT Plus no API access, no prior experience
180+ custom Python modules
PPO + CVaR agent
SHAP, LIME, XAIViewer
Deployed to Binance Testnet
Thread with details
@OfficialLoganK @karpathy @OpenAI