Posts
All the articles I've posted.
Exploratory Data Analysis Best Practices for Data Scientists
Published: at 12:00 AMA practical framework for conducting rigorous exploratory data analysis — from profiling distributions and detecting outliers to uncovering feature relationships before model training.
Prompt Engineering Techniques That Actually Work for LLMs
Published: at 12:00 AMA practitioner's guide to prompt engineering — covering chain-of-thought, few-shot examples, structured output, and retrieval augmentation to get reliable, high-quality results from large language models.
Reinforcement Learning for Trading Bots: Concepts and Pitfalls
Published: at 12:00 AMAn honest look at applying reinforcement learning to algorithmic trading — from environment design and reward shaping to the most common failure modes that sink RL trading projects.
Building a Sentiment Analysis Pipeline with Python
Published: at 12:00 AMA step-by-step guide to building a production-ready sentiment analysis pipeline in Python, from raw text cleaning to fine-tuning a transformer model and serving predictions via FastAPI.
XGBoost for Time Series Forecasting: A Practical Guide
Published: at 12:00 AMLearn how to apply XGBoost to time series forecasting problems by engineering lag features, rolling statistics, and calendar variables for strong predictive performance.
The Fuzzy Edge: Advanced Logic Systems in Modern Forex Trading
Published: at 12:00 PMDiscover how fuzzy logic is transforming forex trading by bringing human-like reasoning to automated trading systems. Learn about the latest developments, challenges, and future possibilities in this fascinating intersection of AI and finance.