Notes from shipping AI for real.
Practical engineering insight on building production AI, agentic delivery, evals, MLOps, and the lessons behind 600+ shipped solutions.
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AgricultureHow Farmers Are Replacing Herbicides with AI-Powered Laser Weeding — Omdena Case Study
This project demonstrates how edge based AI in agriculture can replace chemical…
Computer VisionAI-Powered Rooftop Solar Assessment: How Computer Vision Eliminates the 30-40% Pre-Sales Survey Cost
Every rooftop solar sale starts with an assessment. For this client, that…
Machine Learning82% Accurate Rainfall Forecasting with AI and Weather Balloons — Omdena Case Study
Executive Summary AI models trained on community-powered weather balloon data achieved 82%…
Agentic AIAI-Powered Crop Yield Prediction from Satellite Imagery for Food Security — Omdena Case Study
Executive Summary Accurate crop yield forecasting is critical for strengthening food security…
Data EngineeringDocument Parsing for RAG: A Complete Guide for 2026
Most RAG systems do not fail at retrieval or generation. They fail…
Computer VisionVision Language Models: A Practical Guide to Multimodal Intelligence
Vision language models are quickly becoming a core part of modern AI…
Logistics & TransportationAI for Carbon Footprint Tracking in Supply Chains
AI carbon tracking refers to the use of machine learning and data…
AgricultureWeed and Crop Detection using Computer Vision on Drone Imagery
This project shows how drone imagery and computer vision can reliably separate…
AgricultureWeed and Crop Detection with Semantic vs Instance Segmentation
This study compares semantic and instance segmentation approaches for weed and crop…
AgricultureDetecting Weeds Using YOLACTEdge Instance Segmentation for Smart Farming
This case study shows how YOLACTEdge enables real time, field ready weed…
AgricultureSatellite Imagery for Detecting and Assessing Armyworm Damage in Agriculture
This project uses AI and multispectral satellite imagery to detect and assess…
AgricultureAI-Powered Solution to Predict Extreme Weather Patterns and Help Farmers Adapt to Climate Change
In this article, we explore how agricultural research institutes and Omdena collaborated…
AgricultureAI for Sustainable Farming: Tackling Greenhouse Gas Emissions and Empowering Responsible Finance
Omdena and Agreed Earth built an AI model to estimate farm emissions…
Data EngineeringAI for Solar Energy Adoption in Sub-Saharan Africa
Sub-Saharan Africa faces a critical energy deficit. More than 600 million people…