Pro
Runo Ekpruke
Full Stack Developer | Project Manager | Startup Tech Lead
Ready for work
Runo is ready for their next project!
Turning long documents into decisions.
Organizations rely on long reports to make critical decisions, but most insights stay buried.
This AI Decision Intelligence system turns raw documents into predictions, evidence scoring, and clear insights in minutes.
If AI could read your reports for you, what decisions would you automate first?
#AI #MachineLearning #DecisionIntelligence #EnterpriseAI #DataAnalytics #Automation
13
124
🌳 Tree Crown Detection, Done Right
We built an AI system that detects and segments individual tree crowns in aerial imagery, producing clean, non-overlapping boundaries. Using RetinaNet + Mask R-CNN, our model outperforms Detectree2 with fewer false positives, no over-segmentation, and GIS-ready outputs, even in dense forests.
#AI #ComputerVision #RemoteSensing
19
190
We just built an AI system that can detect, reconstruct, count, and dimension timber fully automatically.
What started as a computer vision challenge turned into a complete end-to-end industrial pipeline: Detect → Segment → Rebuild → Count → Measure.
It’s crazy how much traditional industries can transform when AI steps in.
Curious what other real-world problems AI could solve next? 👀 Would love to hear your ideas.
#ArtificialIntelligence #ComputerVision #Startups
1
21
272
🚨 Turning CCTV Into a Crime-Prevention AI System
We helped build Aegis FaceGuard, an AI-powered security platform designed to prevent armed robberies before they happen—not after.
In high-risk regions like Colombia, traditional CCTV only records.
This system predicts, detects, and reacts — instantly.
Here’s what it catches in real time:
🪖 Helmet detection
🔫 Gun detection
🎭 Mask detection
👤 Suspicious posture
⚠️ Threat movement patterns
When danger appears, the system automatically:
Triggers alarms
Alerts police
Notifies the owner
Saves evidence — all within milliseconds
This is security before the crime, not after.
If you're building AI for public safety, retail protection, or real-world automation, I’d love to connect. 🔥
#AI #ComputerVision #SecurityTech
15
102
🚀 Building WorkMind AI — A Unified AI Workplace
We built WorkMind AI: a unified workplace with team collaboration, AI performance scoring, personalized coaching, and smart scheduling. One platform to boost productivity with real-time, data-driven insights. 🚀
A single AI-powered workspace that centralizes collaboration, automates performance insights, and boosts productivity through continuous, data-driven guidance.
If you're building in AI, workflow automation, or enterprise tooling — let’s talk. 🚀
#AI #FullStackDevelopment #ProjectManagement #TechLead #Automation #Startups #LLM
1
75
AI-Powered Code Editor for Modern Developers
Building an AI-powered code editor designed to help modern developers write faster, debug smarter, and ship cleaner code.
This tool uses intelligent code assistance to:
Auto-generate production-ready code
Detect bugs in real time
Optimize performance and structure
Provide innovative suggestions as you type
Built with a focus on speed, clean UI, and real developer workflows, this editor helps engineers stay in flow and reduce time spent on repetitive tasks.
If you’re looking to integrate AI into your development workflow or build custom dev tools, let’s collaborate.
#AI #CodeEditor #DeveloperTools #SoftwareEngineering #MachineLearning #Automation #SaaSTools #TechInnovation #FullStack #WebDevelopment
26
227
AI Legal Case Analysis — Expert Evidence Prediction
This project demonstrates an AI tool that analyzes legal cases and predicts how a judge may view expert testimony. Using structured case data and LLM reasoning, the system compares past rulings involving Dr. Bailey with a new case scenario.
By parsing the actual judgment text:
“I accept Dr Bailey’s evidence…”
The model evaluates patterns in credibility, cross-examination outcomes, and judicial language. It then generates a predicted ruling, concluding that the judge would likely consider Dr. Bailey’s expert evidence credible again.
This showcases:
Smart case-to-case comparison
Expert-evidence credibility scoring
LLM legal reasoning
Structured JSON analysis
#LegalTech #AIforLaw #CaseAnalysis #LLMReasoning #ContraPortfolio
23
227
AI-Powered Skin Analysis — Precision That Transforms Skincare
Leveraging advanced computer vision and machine-learning models, I create AI solutions that deliver high-accuracy skin analysis in seconds.
The tool showcased here scans facial features and intelligently maps key skin concerns, including:
Fine Lines – Early detection of texture changes
Dark Spots – Identifying hyperpigmentation clusters
Dark Circles – Assessing depth and coloration
Pigmentation – Mapping uneven tone and melanin distribution
Each analysis generates a clear visual breakdown, overlaying grid lines and markers directly
If you’re looking to incorporate AI-driven skincare technology into your brand or product, I’d be delighted to collaborate.
#AI #SkinAnalysis #BeautyTech #MachineLearning #ComputerVision #AIDermatology #SkincareInnovation #ContraPortfolio
14
156
Full Stack Approach
0
87
Working on AI Face calibration
0
59
AI & Full-Stack Developer | LLMs, Machine Learning
1
2
Virtual Assistance
1
3