What I Do
Build production AI systems, or train the teams who operate them.
Two distinct commercial offerings designed for enterprise technology leaders, product teams, and growing organizations seeking real leverage from machine learning.
AI & Machine Learning Engineering
From technical architecture specification to production deployment. I architect and ship intelligent systems with deterministic guardrails, low-latency inference, and human-in-the-loop governance.
Multi-Agent Orchestration & Agentic AI
Supervisor subgraphs in LangGraph, durable workflow state machines via Temporal.io, and tool registries with architectural safety boundaries that prevent unauthorized agent actions.
Anomaly Detection & Fraud Scoring Pipelines
Production IsolationForest and XGBoost classifiers processing Kafka event streams, real-time behavioral risk scoring, and predictive SLA breach warnings with 99%+ accuracy.
Enterprise RAG & Vector Search Systems
Hybrid keyword + semantic retrieval on AWS Bedrock OpenSearch, Pinecone, and pgvector with strict PII scrubbing, chunk optimization, and citation verification.
AI Platform & MLOps Infrastructure
FastAPI and NestJS backends, Docker/Kubernetes containerization, automated MLflow tracking, Great Expectations validation, and CI/CD testing pipelines.
How Build Engagements Work
- Architecture & PRD Specification: 2 to 4-week structured system design, data contracts, security threat modeling, and agent workflow specs.
- POC to Production Implementation: 6 to 12-week end-to-end builds with weekly milestone demos, unit testing, and benchmarking against real datasets.
- Fractional AI / ML Leadership: Embedded advisory, architecture review, and code audit for startups and enterprise data initiatives.
“Segun is a great resource. He has a good knowledge of the subject we worked on... He has several ways of tackling a problem, pays attention to detail and is critical in his approach to problem-solving.”
— Daniel Agbo, PMP, CBAP, M.Sc. · Crisis Data Management Coordinator, Compass Health Network
Corporate Training & Technical Facilitation
Practical, project-oriented data and AI curriculum designed for business analysts, engineers, and corporate teams. Delivered in-person or live-virtual with zero fluff.
Executive & Corporate Power BI / Analytics
Mastering Power Query, DAX, data modeling, automated ETL, and executive financial dashboards. (Evidenced by our corporate training for LOTUS Bank and Jericho Business Club).
Python for Data Science & Machine Learning
Comprehensive coding bootcamps covering Pandas, NumPy, Scikit-learn, statistical modeling, feature engineering, and model validation with real-world business datasets.
Applied Generative AI & LLM Engineering
Hands-on curriculum on RAG pipeline construction, prompt engineering, vector databases, LangChain/LangGraph orchestration, and API cost/latency optimization.
Custom Curriculum Design & Assessment Frameworks
Authoring end-to-end technical syllabi, capstone project rubrics, progressive homework assignments, and KPI tracking systems for corporate and institutional academies.
Trusted by Leading Organizations
Facilitated programs for enterprise institutions, government talent initiatives, and private academies across Africa and internationally:
“He has this rare talent of breaking down complex data into clear and actionable steps making the project process exciting and smooth. He is never tired or dismissive whenever I ask questions.”
— Sylvia Ukpa · Data Analyst & Administrative Officer
“I enjoyed working with Segun. He has helped upskill my knowledge in Excel, Python and PowerBi. I wholly recommend him.”
— Edwin Ajogun · Senior Programme Manager, Investment, Royal Academy of Engineering
Ready to build or upskill?
Whether you need technical architecture for a complex AI project or an intensive training program for your engineering staff, let's start with a conversation.