Fernando Cuellar
Ingeniero y trader desde 2018 | Aplico Machine Learning y Finanzas Cuantitativas para invertir con estrategia antifrágil |
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Weekly Technical and Fundamental Analysis of Bitcoin
Technical indicators: In the daily chart, the RSI(14) is around 50 points (neutral level). The daily MACD is negative (histogram below the signal line, indicating selling pressure). The ATR(14) is around 1.093 (approximately 1% of the price), suggesting moderate volatility. The short-term moving averages (5, 10, and 20 days) show a buy signal, while the longer-term ones (50, 100, 200) are in sell mode, indicating that the price is moving in a sideways or consolidation range. In the 4-hour timeframe, the price has undergone correction but does not yet show extreme signals of overbought or oversold. In summary, the technical indicators show a phase of indecision: there are no very clear pivots, although the short-term bias is slightly bearish (stronger volumes on declines).
Turtle Trading v2 — Rebalanced Long & Short [FK]
The system that combines the elegance of Richard Dennis's original method with the precision of modern quantitative engineering.
An institutional redesign of the classic Turtle Experiment, now optimized for #Crypto and #QuantitativeFinance.
Designed in Pine Script v6, this model applies:
Dynamic 20/55 rules based on previous results.
Risk management based on ATR (N).
Antifragile pyramiding in multiples of N.
Trend filters (MA200) and context control.
Visual HUD + runtime alerts for professional execution.
An institutional redesign of the classic Turtle Experiment, now optimized for #Crypto and #QuantitativeFinance.
Designed in Pine Script v6, this model applies:
Dynamic 20/55 rules based on previous results.
Risk management based on ATR (N).
Antifragile pyramiding in multiples of N.
Trend filters (MA200) and context control.
Visual HUD + runtime alerts for professional execution.
Turtle Trading v2 — Rebalanced Long & Short [FK]
The system that combines the elegance of Richard Dennis's original method with the precision of modern quantitative engineering.
An institutional redesign of the classic Turtle Experiment, now optimized for #Crypto and #QuantitativeFinance.
Designed in Pine Script v6, this model applies:
- Dynamic 20/55 rules based on previous results
- Risk management based on ATR (N)
- Antifragile pyramiding in multiples of N
- Trend filters (MA200) and context control
- Visual HUD + runtime alerts for professional execution
The philosophy:
- Do not predict.
- Do not chase.
- Just follow the trend, manage risk, and let profits speak.
Includes:
📘 Detailed Technical Manual
🧮 Parameter tables for the top 15 cryptos
📈 OK Long/Short signal scanner
📊 Institutional backtesting guide
🔗 Available on GitHub:
👉 https://github.com/ferkuellar/Turtle-Trading-v2-Banner
⚠️ This system does not aim to promise profitability.
It seeks to demonstrate reproducibility, antifragility, and statistical rigor.
If you cannot measure it, you cannot improve it.
Author: Fernando Cuéllar — KuellarFer Labs
Data Scientist | Quant Developer | Machine Learning for Markets
#QuantFinance #TradingSystem #pinescript #CryptocurrencyWealth #Backtesting
The system that combines the elegance of Richard Dennis's original method with the precision of modern quantitative engineering.
An institutional redesign of the classic Turtle Experiment, now optimized for #Crypto and #QuantitativeFinance.
Designed in Pine Script v6, this model applies:
- Dynamic 20/55 rules based on previous results
- Risk management based on ATR (N)
- Antifragile pyramiding in multiples of N
- Trend filters (MA200) and context control
- Visual HUD + runtime alerts for professional execution
The philosophy:
- Do not predict.
- Do not chase.
- Just follow the trend, manage risk, and let profits speak.
Includes:
📘 Detailed Technical Manual
🧮 Parameter tables for the top 15 cryptos
📈 OK Long/Short signal scanner
📊 Institutional backtesting guide
🔗 Available on GitHub:
👉 https://github.com/ferkuellar/Turtle-Trading-v2-Banner
⚠️ This system does not aim to promise profitability.
It seeks to demonstrate reproducibility, antifragility, and statistical rigor.
If you cannot measure it, you cannot improve it.
Author: Fernando Cuéllar — KuellarFer Labs
Data Scientist | Quant Developer | Machine Learning for Markets
#QuantFinance #TradingSystem #pinescript #CryptocurrencyWealth #Backtesting
Bitcoin under pressure: bearish charts and bulls losing control
The price of Bitcoin is under pressure, with technical signals of weakness. Optimistic investors (bulls) are losing control of the market amid uncertainty and rumors.
Price under pressure: After a failed rebound, Bitcoin fell close to USD 111,000, and sellers (bears) threaten to test recent lows around USD 108,000. This shows a cooling of bullish momentum.
Bearish technical signals: BTC has lost key supports: for example, the 100-day moving average (~USD 113,500) has become immediate resistance. Additionally, indicators like the RSI are below 50, confirming bearish momentum.
Bulls without strength: The bulls failed to break the resistance of USD 116,000, which hindered the recovery. The recent drop liquidated over USD 1,000 million in long positions, leaving many buyers trapped.
Rumors and uncertainty: Rumors are circulating about a "big political announcement" in the U.S. regarding Bitcoin, fueling uncertainty. There are also suspicions of insider trading: a "whale" (large investor) opened massive shorts before a surprising tweet from Donald Trump that shook the market.
In summary, the short-term outlook for Bitcoin is weak. If the price does not recover soon to key levels, it could continue to fall towards lower supports. The combination of technical weakness and rumors generates caution, while the market awaits some positive catalyst to restore confidence.
#BTC #CryptoNews #Blockchain #Finance #Criptomonedas #Trading #Volatility #TechnicalAnalysis #BearMarket #CryptoUpdate #CryptoCommunity #FinancialMarkets
The price of Bitcoin is under pressure, with technical signals of weakness. Optimistic investors (bulls) are losing control of the market amid uncertainty and rumors.
Price under pressure: After a failed rebound, Bitcoin fell close to USD 111,000, and sellers (bears) threaten to test recent lows around USD 108,000. This shows a cooling of bullish momentum.
Bearish technical signals: BTC has lost key supports: for example, the 100-day moving average (~USD 113,500) has become immediate resistance. Additionally, indicators like the RSI are below 50, confirming bearish momentum.
Bulls without strength: The bulls failed to break the resistance of USD 116,000, which hindered the recovery. The recent drop liquidated over USD 1,000 million in long positions, leaving many buyers trapped.
Rumors and uncertainty: Rumors are circulating about a "big political announcement" in the U.S. regarding Bitcoin, fueling uncertainty. There are also suspicions of insider trading: a "whale" (large investor) opened massive shorts before a surprising tweet from Donald Trump that shook the market.
In summary, the short-term outlook for Bitcoin is weak. If the price does not recover soon to key levels, it could continue to fall towards lower supports. The combination of technical weakness and rumors generates caution, while the market awaits some positive catalyst to restore confidence.
#BTC #CryptoNews #Blockchain #Finance #Criptomonedas #Trading #Volatility #TechnicalAnalysis #BearMarket #CryptoUpdate #CryptoCommunity #FinancialMarkets
The global fall of October 10, 2025: justified panic or calculated manipulation
On Friday, October 10, 2025, one of the most intense episodes in global markets in recent years occurred. The announcement by President Donald Trump regarding the imposition of a 100% tariff on imports from China triggered an immediate reaction on all fronts: Wall Street recorded its worst day since April, and Bitcoin plummeted nearly 12%, dragging the rest of the crypto market down with it. Within hours, hundreds of billions of dollars vanished, sparking a debate over whether the drop was a rational reflection of risk or a perfectly orchestrated manipulation.
U.S. adds USD $14 billion in cryptocurrencies to its reserves after historic seizure
Record seizure of Bitcoin by the U.S.: The U.S. government confiscated ~127,000 $BTC (USD $14 billion) in the largest seizure action in its history. The funds come from a mega-crypto scam in Cambodia (type “pig butchering”) led by entrepreneur Chen Zhi, which combined investment fraud with forced labor and money laundering.
Strategic Reserve: Instead of auctioning the
seized, the U.S. plans to add them to its Strategic Bitcoin Reserve, created by executive order in 2025. What's the key? This reserve is fed only by forfeited cryptocurrencies in judicial cases, without spending taxpayer money. Thanks to this confiscation, the public coffers of the U.S. now hold more than 324,000
Strategic Reserve: Instead of auctioning the
seized, the U.S. plans to add them to its Strategic Bitcoin Reserve, created by executive order in 2025. What's the key? This reserve is fed only by forfeited cryptocurrencies in judicial cases, without spending taxpayer money. Thanks to this confiscation, the public coffers of the U.S. now hold more than 324,000
What awaits XRP in Q4 2025?
XRP is not just 'the banks' crypto.'
Its technology, regulation, and institutional adoption are defining its destiny for the close of 2025.
In this thread, I explain what could happen with XRP in the last quarter of the year.
#XRP #CryptoNews #Blockchain
XRP uses a federated consensus mechanism, not mining.
This allows it to process thousands of transactions per second with minimal fees.
This efficiency makes it attractive for banks and international payment systems seeking instant liquidity and low cost.
Its technology, regulation, and institutional adoption are defining its destiny for the close of 2025.
In this thread, I explain what could happen with XRP in the last quarter of the year.
#XRP #CryptoNews #Blockchain
XRP uses a federated consensus mechanism, not mining.
This allows it to process thousands of transactions per second with minimal fees.
This efficiency makes it attractive for banks and international payment systems seeking instant liquidity and low cost.
What awaits XRP in Q4 2025?
XRP is not just "the banks' crypto".
Its technology, regulation, and institutional adoption are defining its fate for the end of 2025.
In this thread, I explain what may happen with XRP in the last quarter of the year.
#XRP #CryptoNews #Blockchain
XRP uses a federated consensus mechanism, not mining.
This allows it to process thousands of transactions per second with minimal fees.
That efficiency makes it attractive to banks and international payment systems seeking instant liquidity and low cost.
#Cryptocurrencies #Ripple #DigitalFinance
Key data as of the end of October 2025:
•XRP remains stable after a recovery of +15% monthly.
•Daily RSI: ~58 (neutral-slightly bullish).
•Resistances: US$0.75 – 0.80
•Supports: US$0.50 – 0.45
•Institutional volume ↑ 25% month over month.
XRP seeks to consolidate a base before a possible bullish rally.
#CryptoAnalysis #XRPPrice #TechnicalAnalysis
Q4 2025 Prediction:
If it breaks its resistance at US$0.80, it could double or triple its price towards US$1.20 – 1.50.
But if it fails to break it, it will consolidate between US$0.45 – 0.80.
The next months will define whether XRP confirms a cycle change or continues to lateralize.
#CryptoForecast #CryptoInvesting #XRP2025
Years ago, I underestimated XRP. I entered with euphoria and without validating technical resistances. Result: I lost timing and capital.
Today I understand that patience and volume validation are worth more than excitement.
The lesson: the market rewards discipline, not haste.
#Investment #PersonalFinance #SmartTrading
In summary:
•XRP consolidates with a solid base and greater institutional adoption.
•The technical range between US$0.45–1.20 will mark the year's direction.
•A close above US$1.20 would reactivate bullish sentiment.
What do you think?
Will XRP be the surprise of the year-end?
#XRP #Ripple #CryptoMarket #Blockchain #FernandoCuellar #NMIQuant #CryptoOutlook #FinancialEducation #CryptoLatam #DeFi
XRP is not just "the banks' crypto".
Its technology, regulation, and institutional adoption are defining its fate for the end of 2025.
In this thread, I explain what may happen with XRP in the last quarter of the year.
#XRP #CryptoNews #Blockchain
XRP uses a federated consensus mechanism, not mining.
This allows it to process thousands of transactions per second with minimal fees.
That efficiency makes it attractive to banks and international payment systems seeking instant liquidity and low cost.
#Cryptocurrencies #Ripple #DigitalFinance
Key data as of the end of October 2025:
•XRP remains stable after a recovery of +15% monthly.
•Daily RSI: ~58 (neutral-slightly bullish).
•Resistances: US$0.75 – 0.80
•Supports: US$0.50 – 0.45
•Institutional volume ↑ 25% month over month.
XRP seeks to consolidate a base before a possible bullish rally.
#CryptoAnalysis #XRPPrice #TechnicalAnalysis
Q4 2025 Prediction:
If it breaks its resistance at US$0.80, it could double or triple its price towards US$1.20 – 1.50.
But if it fails to break it, it will consolidate between US$0.45 – 0.80.
The next months will define whether XRP confirms a cycle change or continues to lateralize.
#CryptoForecast #CryptoInvesting #XRP2025
Years ago, I underestimated XRP. I entered with euphoria and without validating technical resistances. Result: I lost timing and capital.
Today I understand that patience and volume validation are worth more than excitement.
The lesson: the market rewards discipline, not haste.
#Investment #PersonalFinance #SmartTrading
In summary:
•XRP consolidates with a solid base and greater institutional adoption.
•The technical range between US$0.45–1.20 will mark the year's direction.
•A close above US$1.20 would reactivate bullish sentiment.
What do you think?
Will XRP be the surprise of the year-end?
#XRP #Ripple #CryptoMarket #Blockchain #FernandoCuellar #NMIQuant #CryptoOutlook #FinancialEducation #CryptoLatam #DeFi
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Bitcoin after the October 2025 drop
Context and decline
In October 2025, Bitcoin plummeted below $110,000, dragging down more than $250 billion from the crypto market. The correction was driven by the announcement of new 100% tariffs between the U.S. and China, which triggered massive sell-offs in both cryptocurrencies and stock markets. The intraday drop of 11% was one of the most severe since 2022.
Macroeconomic causes
• Geopolitical tensions: the new trade war reduced global risk appetite.
In October 2025, Bitcoin plummeted below $110,000, dragging down more than $250 billion from the crypto market. The correction was driven by the announcement of new 100% tariffs between the U.S. and China, which triggered massive sell-offs in both cryptocurrencies and stock markets. The intraday drop of 11% was one of the most severe since 2022.
Macroeconomic causes
• Geopolitical tensions: the new trade war reduced global risk appetite.
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