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Nigeria 🇳🇬 • Remote-First

Hey, I'm Oscar 👋

I build AI that solves real problems for real people—not just in theory, but in daily use.

My sports prediction platform, SabiScore, helps 350+ users make smarter decisions with AI-powered insights that prove accurate 7 out of 10 times, running reliably 24/7.

Self-taught from Nigeria, I now create AI solutions that transform how businesses and individuals make decisions worldwide. I turn complex technology into tools that simply work.

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Production Users
0%
ML Accuracy
0%
System Uptime
0+
Years Experience
Download CV
Oscar Ndugbu - Full-Stack ML Engineer

About Oscar

Full-Stack ML Engineer • Production AI Systems

Transforming complex AI concepts into scalable, production-ready systems that drive real business value. From model development and deployment automation to end-to-end system architecture, I build ML solutions that ship and stay shipped.

I design and deploy production ML systems end-to-end—from feature engineering and model training to APIs, DevOps, and monitoring. My work spans ensemble models, real-time inference, and full-stack applications that people actually use.

Based in Nigeria and working with teams globally, I focus on sports analytics, fintech, and predictive systems where model performance directly impacts business outcomes. Open to consulting, technical partnerships, and high-impact ML roles.

  • 🚀 Production ML Systems: Design and deploy ensemble models serving 350+ active users with ~71% prediction accuracy
  • ⚡ Performance Engineering: Optimize ML inference pipelines for sub-200ms latency at scale
  • 🛠️ Full-Stack Development: Build complete AI applications from data pipelines and APIs to responsive frontends
  • 🔄 MLOps & Automation: Implement CI/CD for ML models with monitoring and auto-retraining systems

Featured Builds

Real products where I owned the full stack—from data pipelines and ML models to APIs and frontends. Everything here shipped to real users, not just ran in a notebook.

SabiScore - AI Sports Prediction Platform

Production ML platform serving 350+ active users with ensemble models achieving ~71% average prediction accuracy

Next.jsFastAPIXGBoostPostgreSQLRedisDocker
71%
Prediction Accuracy
76.5%
High-Confidence Rate
+12.8%
ROI
350+
Active Users
99.9%
System Uptime
87ms
API Latency
View Live DemoSee Code
GitHub Repository Stats
12
Stars
3
Forks
TypeScript
Language
2024-11-15
Last Commit

Hashablanca - Blockchain Token Distribution

Multi-chain token distribution platform with ZK proofs for privacy-preserving transactions

FastAPIReactWeb3.pyCircomPostgreSQLDocker
4 Networks
Multi-Chain Support
4GB+
File Processing
90%+
Test Coverage
ZK Proofs
Privacy
GDPR
Compliance

AI Consulting & LLM Integration

ML consulting services helping teams debug models and integrate LLMs for stakeholder communication

OllamaGPT-4LangChainPythonFastAPI
60%
Time Reduction
5+
Clients Served
100%
LLM Explanations

Have a production ML or AI product in mind and want a builder who can own it end-to-end?

Let's talk about your use case

Technical Stack

The tools I use to ship ML products—from model training to production APIs. Click any node to explore how I've applied it.

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GitHub Activity

A snapshot of my open-source work and recent contributions.

Contributions (This Year)
350+
Commits across public repositories
Public Repos
12
Open-source projects on GitHub
Followers
45
Developers following my work

What Clients Say

Real feedback from teams I've worked with on production ML systems

Oscar's ensemble model improved our prediction accuracy by 23% in production. His deployment expertise and attention to monitoring ensured smooth rollout with zero downtime.
Tobi Omokore
Tobi Omokore
CTO, BALL 247
🏢5+ Companies Served
100% Client Satisfaction
🔄Repeat Engagements

Portfolio Performance

Live-style metrics that mirror production targets: uptime, load times, and traffic.

Uptime
99.94%
Target: 1 incident or fewer in last 90 days
Core Web Vitals
120 ms FCP420 ms LCP80 ms TTFB
Bundle size 280 KB (target < 300 KB)
Traffic Snapshot
350monthly visitors
Avg. session 180 seconds

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Let's Build Something Exceptional

Whether you need a production ML system, consulting on AI strategy, or a technical co-founder for your AI product—let's talk.

Available for new projects
Nigeria (Open to Remote)
Typically responds within 24 hours