--- title: "charles onokohwomo (@ckohwo) | Hashnode" description: "AI · Python · LLM · CI/CD · IoT · Cloud · ADIP. Read the latest articles by charles onokohwomo on Hashnode." url: "https://hashnode.com/@ckohwo" --- @ckohwo # charles onokohwomo @ckohwo · Nigeria · Joined September 2025 AI · Python · LLM · CI/CD · IoT · Cloud · ADIP ### [Phase 3 — Serving Intelligence: Completing the Automated Data Intelligence Platform](https://charlesonokohwomo.hashnode.dev/phase-3-automated-data-intelligence-platform?utm_source=hashnode&utm_medium=feed) How ADIP evolved to a complete Automated Data Intelligence Platform for generating, serving, exploring, and operating intelligence. 62 min read · [charlesonokohwomo.hashnode.dev](https://charlesonokohwomo.hashnode.dev/phase-3-automated-data-intelligence-platform?utm_source=hashnode&utm_medium=feed) [Aug 25](https://hashnode.com/posts/phase-3-automated-data-intelligence-platform/6a8d7d379a0382b00b81485a) ### [Phase 2B — Building the ADIP AI Insight Engine](https://charlesonokohwomo.hashnode.dev/phase-2b-building-the-adip-ai-insight-engine-with-python-and-llms?utm_source=hashnode&utm_medium=feed) Building an LLM-powered insight engine with context builders, prompt engineering, caching, and resilient AI architecture. 12 min read · [charlesonokohwomo.hashnode.dev](https://charlesonokohwomo.hashnode.dev/phase-2b-building-the-adip-ai-insight-engine-with-python-and-llms?utm_source=hashnode&utm_medium=feed) [Jul 14](https://hashnode.com/posts/phase-2b-building-the-adip-ai-insight-engine-with-python-and-llms/6a5692e1713d164b9b2d1659) ### [Phase 2A — Building Data Foundation for the ADIP Intelligence Lab](https://charlesonokohwomo.hashnode.dev/phase-2a-building-data-foundation-for-the-adip-intelligence-lab?utm_source=hashnode&utm_medium=feed) Phase 2A documentshow ADIP bridges raw ingestion artifacts to an intelligence layer using domain-oriented transformers, defensive parsing, and Parquet 17 min read · [charlesonokohwomo.hashnode.dev](https://charlesonokohwomo.hashnode.dev/phase-2a-building-data-foundation-for-the-adip-intelligence-lab?utm_source=hashnode&utm_medium=feed) [May 28](https://hashnode.com/posts/phase-2a-building-data-foundation-for-the-adip-intelligence-lab/6a17aaf3badcd8afcb43bd18) ### [Phase 1: Developing a Data Ingestion System for the Automated Intelligence Platform](https://charlesonokohwomo.hashnode.dev/engineering-intelligence-adip-data-ingestion?utm_source=hashnode&utm_medium=feed) Engineering Intelligence: GitHub Actions IP blocks, Render + UptimeRobot scraper hacks, API secret injection, orchestrator registry. Python, Pandas, Flask. 21 min read · [charlesonokohwomo.hashnode.dev](https://charlesonokohwomo.hashnode.dev/engineering-intelligence-adip-data-ingestion?utm_source=hashnode&utm_medium=feed) [Dec 10, 2025](https://hashnode.com/posts/engineering-intelligence-adip-data-ingestion/69394540363cbc9fe7ae1b54)