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Ocholar/README.md

👋 Hi, I'm Reagan Ochola

🤖 Bridging Industrial Automation and AI Intelligence

I am an AI Engineer & Automation Specialist dedicated to building intelligent systems that solve real-world industrial and agricultural challenges in Africa. From "Factory Brains" that remember every SOP to Computer Vision pipelines that never tire, I build tech that scales.

🚀 Specialized Domains

🏭 Manufacturing Intelligence & RAG

I develop Hybrid RAG (Retrieval-Augmented Generation) systems that digitize tribal knowledge.

  • Featured: ForgeIntelligence — An internal factory AI that processes SOPs, manuals, and live machine telemetry to reduce downtime and optimize inventory.

👁️ Computer Vision & Quality Control

End-to-end automated visual inspection systems.

  • Featured: Defect Detection Pipeline — A PyTorch/OpenCV system detecting sub-millisecond defects in packaging lines, reducing manual QC labor by 80%.

📊 Geospatial & Predictive Analytics

Turning data into actionable insights for the agricultural sector.

  • Featured: AgroDashboard — Spatial rainfall and yield analysis using Python.
  • Featured: Maize Yield Insights — Power BI & SQL dashboards for crop trend analysis in East Africa.

🛠️ Tech Stack

Category Tools & Technologies
Programming Python, JavaScript, SQL, C++
AI / Machine Learning PyTorch, OpenCV, Scikit-learn, LangChain, OpenAI
Orchestration & Data n8n, Pinecone, PostgreSQL, Heroku
BI & Analytics Power BI, Matplotlib, Streamlit

📈 GitHub Stats

Ocholar's GitHub stats Top Langs

📬 Connect with Me

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  1. Ocholar.github.io Ocholar.github.io Public

    Turning agricultural data into actionable intelligence for scalable impact.

    HTML

  2. county-agricultural-production-analysis county-agricultural-production-analysis Public

    A project analyzing Kenyan county-level agricultural data for sustainability and food security planning.

    Python

  3. mel-case-study-kenya mel-case-study-kenya Public

    MEL Quantitative Case Study - Kenya MSME Manufacturing Analysis

    Python

  4. Financial-Pricing-Model-Analysis Financial-Pricing-Model-Analysis Public

    Python