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Unleashing 10K RPM: Building a Resilient, High-Throughput Python CLI with Asyncio and Aiohttp

When I first tried to pull user profiles from the Random User API at scale, a single synchronous request loop stalled under a few hundred hits. The…

Beyond Headlines: Architecting a Self‑Refining LLM Agent for Real‑Time Nepali Financial Intelligence

Every Nepali financial analyst knows the frantic dance of scouring multiple RSS feeds, translating headlines, and stitching together a coherent pic…

Beyond Euclidean Distances: High-Dimensional Outlier Detection for Engineering Feeds Using Isolation Forests

If you have ever tried to run K-Nearest Neighbors or Mahalanobis distance on a sparse, high-dimensional vector space—like thousands of parsed engin…

Beyond Blocking: High-Throughput F1 Data Ingestion with Async SQLAlchemy 2.0

When I watched our blazing-fast FastAPI ingestion service stall out under a heavy burst of race telemetry requests, I realized our async architectu…

Beyond Text: Crafting Low‑Latency Nepali Voice Interfaces for NEPSE LLM Agents with KittenTTS

When I asked my aunt to check the latest NEPSE index on her phone, she waved away the text‑heavy chatbot I’d built and said, “Give me a voice answe…

From API to Trade: Building a Backtest Pipeline for NEPSE with Backtrader

When I first tried to prototype a simple moving‑average crossover on NEPSE stocks, I was stuck in a notebook, re‑downloading the same CSV every tim…

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