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Case Studies & AI Insights.

Real projects. Real architectures. Real outcomes. Engineering decisions behind production AI systems.

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No sales pitches. Case studies, architecture decisions, and lessons from production AI systems.

2,000+ Resumes Reviewed. 3 HR Departments. Zero Vendor Lock-In.

An open-source AI hiring platform supporting Claude, GPT-4, Gemini, Groq, and local Ollama models — switchable from a sidebar with no code changes. Three domain-specific scorecards, evidence-anchored scoring, and color-coded Excel exports. Run it fully local: zero data leaves the building.

4 min read

Guide

From Raw Story to Cinematic AI Video: The Complete Storytelling Pipeline

A 37-step production system for making AI video that actually holds together — story refinement, episode structure, character and world bibles, image-first generation, reference chaining for continuity, and the exact image and video prompt templates. Free 33-page PDF included.

Hikma Atanda · 17 min read

Case Study

I Built an AI That Screens for Cervical Cancer in Rural Nigeria — Without the Internet

Offline-first YOLOv8 diagnostic system deployed across 39+ health facilities in Kano State. Local inference, blind clinical review, automatic model retraining, and zero patient data leaving the clinic. Built for the nurse 70 miles from the nearest specialist.

4 min read

Case Study

Your Chatbot Doesn't Know What It Doesn't Know — And It's Costing You Customers

I built an NLP analytics pipeline for a Swiss insurance company — analyzing 16,000+ chatbot conversation logs to surface knowledge gaps, escalation drivers, and engagement patterns. What the data revealed changed how they thought about their entire support strategy.

5 min read

Case Study

43,103 Maritime Records. 260 Years of History. One AI Pipeline.

How I digitized 7,826 pages of 18th-century Lloyd's List shipping documents for a European research institution — using Chandra OCR + Gemini, 25KB of precision prompt engineering, and a three-stage verification workflow. Verbatim accuracy at scale.

5 min read

Video

Agentic Coding for Free: ClaudeCode + Open-Source Model Setup Guide

Hands-on guide to setting up agentic coding with ClaudeCode and open-source models, enabling you to automate coding tasks without cost.

0 min read

Video

From Scanned PDFs to Clean Excel Files — Without Cloud AI Risks

Learn how to convert scanned PDFs into clean Excel files using local AI tools, ensuring data privacy and security without relying on cloud services.

0 min read

Video

AI that works with no WiFi? Yes. And Guarantees 100% Privacy.

Discover how to use AI tools that operate without an internet connection, ensuring complete privacy and security for your data while still providing powerful automation capabilities.

0 min read

Video

n8n + AI: The Easiest Way to Build Simple Agents for Any Workflow (Save 10k+ Hours of Boring Work)

Learn how to integrate n8n with AI to create simple agents that can automate various workflows, saving you thousands of hours on repetitive tasks and boosting your productivity.

0 min read