MERIT vision BLOG

Practical posts on data analytics, web scraping, and AI/ML—written by practitioners, for practitioners.

From Raw Data to Decisions: Our Analytics Delivery Blueprint
Data AnalyticsBIDelivery

From Raw Data to Decisions: Our Analytics Delivery Blueprint

How we take you from discovery to dashboards in weeks—not months—while keeping governance, quality, and ROI front and center.

📅Aug 03, 20256 min
Modern Web Scraping: Respectful, Resilient, and Scalable
Web ScrapingProxiesPipelines

Modern Web Scraping: Respectful, Resilient, and Scalable

A practical guide to building scraping pipelines that respect websites, handle anti‑bot measures, and scale reliably.

📅Jul 28, 20257 min
Shipping AI/ML to Production: What Actually Works
AI/MLMLOpsProd

Shipping AI/ML to Production: What Actually Works

Lessons learned deploying models: feature ownership, monitoring, drift alarms, and when to choose simple over clever.

📅Jul 16, 20258 min
Designing Reliable Data Pipelines with dbt + Orchestration
Data EngineeringdbtAirflow

Designing Reliable Data Pipelines with dbt + Orchestration

Why modular models, tests, and contracts reduce breakage—and how we pair dbt with orchestrators for predictable ops.

📅Jul 02, 20255 min
Choosing the Right Metric: North Stars for Data Teams
StrategyMetricsProduct

Choosing the Right Metric: North Stars for Data Teams

Before you build, align on the question. We share a worksheet for defining problem statements and success metrics.

📅Jun 20, 20254 min
LLMs in the Real World: Patterns for Reliable Retrieval
LLMsRAGNLP

LLMs in the Real World: Patterns for Reliable Retrieval

RAG that actually works: chunking strategies, embeddings, evals, and guardrails to keep latency and costs in check.

📅Jun 08, 20259 min

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