Turning Nepalese Financial Headlines into Structured Data with a Generative AI Agent
When I started monitoring Nepal’s monetary policy, I spent hours copying headlines from Ekantipur, manually extracting the policy rate, inflation f…
Posts
Scaling Model Performance: Production‑Grade Distributed Hyperparameter Optimization with Optuna and F1 Telemetry
Ever stared at a model that just won’t hit the target accuracy no matter how many hyperparameters you tweak? In a production ML team, that’s the eq…
From RSS to Reel: Architecting a Self-Correcting LLM Agent Pipeline for Production Video Scripting
Architecting a resilient, self-correcting LLM agent pipeline for production demands a robust schema enforcement via Pydantic and a multi-stage feed…
Architecting Resilient API Clients: Taming Dynamic JSON with Python's Protocol and TypedDict
When integrating with external APIs, data engineers and data scientists often wrestle with unpredictable JSON structures, missing fields, and incon…