Building Resilient Data Pipelines: An Idempotent Approach to External API Ingestion with Airflow When you're building production data pipelines, especially those consuming data from external APIs, you inevitably hit snags: network flakine…
Detecting Anomalies in Time Series Data: A Real-World Example with Open Library Search API Have you ever stared at a sea of time series data, wondering what secrets it holds about user behavior, trends, and anomalies? I have, and it'…
Verifying Truth: A Semantic Approach to Detecting Hallucinations in Customer-Facing LLMs As I delved into the world of customer-facing chatbots, I realized that even with advanced Retrieval Augmented Generation (RAG) techniques, Large…
Scaling Financial Data Scraping in Nepal: A Real-World Example with Discord Engineering Blog Data As I delved into the world of financial data scraping in Nepal, I was struck by the scarcity of reliable and up-to-date sources. The Nepali finan…
Scraping and Normalizing Nepali Financial Data: A Step-by-Step Guide What if you could transform the disparate and often unstructured financial data from Nepali sources into a coherent, normalized dataset, empoweri…
Beyond Generic Advice: Building Personalized Generative AI Agents for Nepal's Financial Landscape Have you ever felt that financial advice, while well-intentioned, often feels generic and not quite right for *your* specific situation? In Nepal…
Unlocking Emerging Trends in AI-Powered Data Science: A Deep Dive into GitHub Engineering Blog Data As a data scientist working in the field of AI-powered data science, staying up-to-date with the latest trends and tools can be a daunting task. …
Enhancing Trading Agents with AI-Driven Insights: A Step-by-Step Guide Have you ever wondered how to make your trading agent more adaptive and responsive to real-time industry trends? As someone who has spent countle…
Building a Personal Trading Agent with Python: A Step-by-Step Guide I've seen many traders and investors struggle to make informed decisions in the stock market, and manual analysis of market data can be time-…
Revolutionizing Data Science with Edge AI: Unlocking Real-Time Insights in Nepal As a data scientist in Nepal, I've often struggled with the limitations of traditional machine learning approaches in capturing the complexit…