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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…

Orchestrating Self-Healing Multi-Agent Pipelines for Live NEPSE Financial Analytics with Open-Source LLMs

Ever watched a midnight cron job fail because a third-party financial API decided to rename a JSON key from totalTurnover to turnover_rs ? If you …

Beyond Flask: Why We Rewrote Our Core Ingestion Service in FastAPI and How It Survived Production

When our core third-party telemetry pipeline started dropping requests during peak traffic hours, scaling our legacy Gunicorn-backed Flask workers …

Beyond Static Prompts: Building an LLM-Driven Neuro-Symbolic Forecaster for NEPSE Liquidity

If you have ever deployed a traditional time-series model like ARIMA or an LSTM to predict the Nepal Stock Exchange (NEPSE), you already know the s…

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