Data-Driven Alpha — Quant & AI at the Crossroads of Markets and Technologyhttps://naamu.dev/https://naamu.dev/en/blog/ai-ml-use-cases-guide/https://naamu.dev/en/blog/ai-ml-use-cases-guide/Explore how artificial intelligence and machine learning are driving innovation across industries through concrete examples. An accessible guide to the present Thu, 16 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-74k-bullish-bat-dxy-sideways-2026-04-16/https://naamu.dev/en/blog/bitcoin-74k-bullish-bat-dxy-sideways-2026-04-16/Analysis of April 16, 2026, highlights short-term bullish signals for BTC driven by pattern formation and macro data, despite DXY sideways movement.Thu, 16 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-70k-defense-dxy-reversal-2026-04-13/https://naamu.dev/en/blog/bitcoin-70k-defense-dxy-reversal-2026-04-13/Bitcoin is defending near $70,000. With conflicting signals from DXY's bullish reversal pattern and exchange net outflows, we examine the short-term inflection Mon, 13 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-72k-resistance-dxy-reversal-2026-04-10/https://naamu.dev/en/blog/bitcoin-72k-resistance-dxy-reversal-2026-04-10/BTC pushed into the 72K ceiling while the dollar flashed a rebound signal. On April 10, regulatory news, exchange outflows, and ETF inflows supported price, butFri, 10 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-gdp-pce-mixed-signals-2026-04-10/https://naamu.dev/en/blog/bitcoin-gdp-pce-mixed-signals-2026-04-10/With US GDP and Core PCE released on the same day, macro pressure took center stage. Bitcoin traded near 71.8K as on-chain support clashed with dollar strength Fri, 10 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bollinger-bands-trading-signals-guide/https://naamu.dev/en/blog/bollinger-bands-trading-signals-guide/A comprehensive guide covering everything from the basic concepts of Bollinger Bands to practical trading applications and key considerations. Easily learn inveFri, 10 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bollinger-bands-volatility-guide-for-beginners/https://naamu.dev/en/blog/bollinger-bands-volatility-guide-for-beginners/A simple explanation of Bollinger Bands, from the basics to practical application. Learn how to make smarter trading decisions by measuring volatility, identifyFri, 10 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bollinger-band-trading-guide/https://naamu.dev/en/blog/bollinger-band-trading-guide/An overview of Bollinger Bands principles and practical application techniques. Covers band contraction and expansion, overbought/oversold signals, and combininThu, 09 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/market-brief-2026-04-09/https://naamu.dev/en/blog/market-brief-2026-04-09/US growth surprised to the upside, but sticky PCE inflation kept easing hopes in check. On April 9, markets were forced to reprice the tension between strong grThu, 09 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/the-magic-of-compound-interest-rule-of-72/https://naamu.dev/en/blog/the-magic-of-compound-interest-rule-of-72/Understand the power of compound interest and learn how to use the Rule of 72 to quickly estimate when your investment will double. A beginner-friendly guide wiThu, 09 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-69k-consolidation-dxy-downtrend-2026-04-08/https://naamu.dev/en/blog/bitcoin-69k-consolidation-dxy-downtrend-2026-04-08/Dollar weakness, exchange outflows, and fresh capital inflow signals supported a rebound attempt. But with BTC still trapped near 69K, fear sentiment and OTC prWed, 08 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-72k-breakout-ceasefire-stablecoin-2026-04-08/https://naamu.dev/en/blog/bitcoin-72k-breakout-ceasefire-stablecoin-2026-04-08/The Middle East ceasefire and Swiss bank stablecoin experiments improved risk sentiment. On April 8, Bitcoin moved above 72K and shifted into a momentum test raWed, 08 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-sentiment-analysis-guide/https://naamu.dev/en/blog/bitcoin-sentiment-analysis-guide/Bitcoin news sentiment analysis is a key tool for predicting market psychology amid high volatility. This guide covers the fundamentals, latest research, and prWed, 08 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/llm-agent-quant-guide/https://naamu.dev/en/blog/llm-agent-quant-guide/This article explains the fundamental concepts and operation principles of LLM agents from a beginner's perspective. It systematically analyzes their core capabWed, 08 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-69k-consolidation-dxy-bullish-reversal-2026-04-07/https://naamu.dev/en/blog/bitcoin-69k-consolidation-dxy-bullish-reversal-2026-04-07/Even with extreme fear dominating sentiment, exchange outflows, neutral funding, and improving momentum kept a rebound case alive. The key variable on April 7 rTue, 07 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/hmm-regime-detection-guide/https://naamu.dev/en/blog/hmm-regime-detection-guide/Learn the principles and practical applications of market regime detection using Hidden Markov Models. This guide covers how to automatically classify bull, beaTue, 07 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/polymarket-prediction-market-quant-signal/https://naamu.dev/en/blog/polymarket-prediction-market-quant-signal/Prediction markets are regarded as more accurate than polls. This article explains how to collect real-time probability data from Polymarket and quantify macro Tue, 07 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/runpod-vs-vastai-gpu-comparison/https://naamu.dev/en/blog/runpod-vs-vastai-gpu-comparison/A hands-on comparison of RunPod and Vast.ai for GPU cloud use in local LLM development and backtesting infrastructure.Tue, 07 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-69k-consolidation-dxy-reversal-2026-04-06/https://naamu.dev/en/blog/bitcoin-69k-consolidation-dxy-reversal-2026-04-06/BTC stayed stuck near 69.2K while a dollar rebound signal pressured risk assets. On April 6, exchange outflows and fear sentiment created a split tape rather thMon, 06 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/claude-api-quant-research-automation/https://naamu.dev/en/blog/claude-api-quant-research-automation/When integrating LLMs into a quant research workflow, which is more suitable: Claude API or GPT-4? This article compares both through real-world use cases and cMon, 06 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/backtest-overfitting-prevention/https://naamu.dev/en/blog/backtest-overfitting-prevention/Many strategies that work well in historical backtests fail in live trading due to overfitting. Based on practical experience, this article compares Walk-forwarSun, 05 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/bitcoin-67k-consolidation-dxy-mixed-patterns-2026-04-05/https://naamu.dev/en/blog/bitcoin-67k-consolidation-dxy-mixed-patterns-2026-04-05/Exchange outflows offered support, but DXY uncertainty and weak macro sentiment kept direction muddy. April 5 was a range-bound session defined by conflicting sSun, 05 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/quant-dev-hardware-guide-2026/https://naamu.dev/en/blog/quant-dev-hardware-guide-2026/An overview of environments for running local LLMs, backtests, and data pipelines across different budgets. Comparing GPU cards, Mac setups, AI supercomputers, Sun, 05 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/railway-rag-deployment/https://naamu.dev/en/blog/railway-rag-deployment/A guide to deploying a RAG system for quant research on Railway. It automatically deploys on GitHub push, and costs are much lower than Heroku.Sun, 05 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/beehiiv-quant-newsletter-guide/https://naamu.dev/en/blog/beehiiv-quant-newsletter-guide/A guide on how to build a newsletter subscription funnel using Beehiiv to convert blog visitors into subscribers. Covers setup, welcome sequences, and monetizatSat, 04 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/ibkr-algorithmic-trading-api/https://naamu.dev/en/blog/ibkr-algorithmic-trading-api/To go beyond backtesting and connect to live trading, a broker API is essential. This guide explains how to automate orders using IBKR TWS API and the ib_insyncSat, 04 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/crypto-exchange-api-data-pipeline/https://naamu.dev/en/blog/crypto-exchange-api-data-pipeline/This guide explains how to collect and automate market data such as OHLCV, funding rates, and order book data from Binance and Bybit APIs. The first step in quaFri, 03 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/rag-system-implementation-guide/https://naamu.dev/en/blog/rag-system-implementation-guide/This article focuses on common stumbling points when building RAG systems. It covers problem areas encountered in real-world scenarios, from selecting embeddingFri, 03 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/candlestick-chart-beginners-guide/https://naamu.dev/en/blog/candlestick-chart-beginners-guide/This guide is for those new to candlestick charts. Covering the meaning of bullish and bearish candles, common patterns, and the basics of chart reading.Thu, 02 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/ftmo-vs-topstep-prop-trading/https://naamu.dev/en/blog/ftmo-vs-topstep-prop-trading/How to deploy backtested strategies with real capital. Comparing prop trading platforms accessible via API without MetaTrader.Thu, 02 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/factor-combination-ic-analysis/https://naamu.dev/en/blog/factor-combination-ic-analysis/Relying solely on IC (Information Coefficient) makes it difficult to assess the stability of a strategy. To truly evaluate the value of factor combinations, youWed, 01 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/tradingview-pine-script-quant-strategy/https://naamu.dev/en/blog/tradingview-pine-script-quant-strategy/This article summarizes the workflow of developing custom indicators and strategies using TradingView's Pine Script and passing backtest results to Python.Wed, 01 Apr 2026 00:00:00 GMThttps://naamu.dev/en/blog/local-llm-vs-cloud-quant-research/https://naamu.dev/en/blog/local-llm-vs-cloud-quant-research/A comparison of model deployment strategies suitable for research and development environments from security, cost, inference speed, and workflow automation perMon, 30 Mar 2026 00:00:00 GMThttps://naamu.dev/en/blog/rsi-indicator-complete-guide/https://naamu.dev/en/blog/rsi-indicator-complete-guide/Learn what RSI is, how to interpret it, and how to use it in practice. Remember, RSI above 70 doesn't always mean it's time to sell.Sat, 28 Mar 2026 00:00:00 GMThttps://naamu.dev/en/blog/macd-indicator-guide/https://naamu.dev/en/blog/macd-indicator-guide/This guide covers the components of the MACD indicator, how to interpret it, and how to utilize Golden Cross / Dead Cross signals. It is one of the most widely Thu, 26 Mar 2026 00:00:00 GMThttps://naamu.dev/en/blog/quant-investing-beginners-guide/https://naamu.dev/en/blog/quant-investing-beginners-guide/Learn what quantitative investing is, whether individuals can do it, and where to start. Your first step toward data-driven investing instead of relying on intuWed, 25 Mar 2026 00:00:00 GMThttps://naamu.dev/en/blog/python-crypto-auto-trading-binance/https://naamu.dev/en/blog/python-crypto-auto-trading-binance/This is the first step in creating an automated crypto trading system using Python and the Binance API. It covers account connection, price retrieval, and placiSun, 22 Mar 2026 00:00:00 GMThttps://naamu.dev/en/blog/python-pandas-stock-data-basics/https://naamu.dev/en/blog/python-pandas-stock-data-basics/An introductory guide to loading, cleaning, and basic analyzing stock data using pandas in Python. The starting point for quant analysis.Fri, 20 Mar 2026 00:00:00 GMThttps://naamu.dev/en/blog/python-backtest-beginners-guide/https://naamu.dev/en/blog/python-backtest-beginners-guide/Learn what backtesting is, why it matters, and how to do it in Python. A hands-on guide using a moving average strategy, calculating returns, Sharpe ratio, and Wed, 18 Mar 2026 00:00:00 GMT