Open to opportunities

Victor Omolaiye

@victoromolaiye

Message

AI/ML Engineer delivering secure, observable production GenAI with RAG and MLOps.

Nigeria

Message

What I'm looking for

I’m looking to build production-grade GenAI systems that are secure and observable—especially multi-tenant RAG pipelines, robust LLM orchestration, and MLOps with monitoring and incident runbooks.

I’m an AI/ML Engineer specialising in production-grade Generative AI—building RAG pipelines, intelligent agents, and LLM-powered applications designed to be secure, observable, and maintainable under real-world constraints.

I’ve shipped end-to-end systems across system design, prototyping, deployment, monitoring, and incident handling. My work consistently targets retrieval precision, multi-tenant data sovereignty, and graceful degradation.

In recent roles, I designed multi-tenant content generation platforms, built two-tier RAG architectures to eliminate retrieval-layer hallucinations, and hardened systems against adversarial input using strong auth and validation. I’m equally focused on MLOps practices like monitoring, runbooks, and performance profiling.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer - RAG

African Institute for Artificial Intelligence

Feb 2025 - Oct 2025 (8 months)

Deployed a secure multi-tenant RAG Knowledge Assistant with RBAC/ABAC controls to prevent zero data leakage, offering self-hosted and managed options. Built an AI timetable scheduler that reduced conflict rates by 70%+ and converged to zero-conflict schedules, with PDF/Excel/Word export and Prometheus/Grafana monitoring.

RAG Pinecone fastAPI RBAC AWS S3 PostgreSQL Prometheus Grafana

AI Engineer - LLM Agents

Mensah Philosophic Circle

Jan 2025 - Aug 2025 (7 months)

Co-developed an Azure OpenAI educational agent with live internet access, Azure AI Search, and Redis for automated summarisation and question generation. Built a YOLOv8/InceptionResNet premise security prototype achieving 90%+ detection accuracy with embedding-comparison monitoring and FAISS-backed audit trail retrieval.

Azure OpenAI Azure AI Search Azure AI Foundry Redis fastAPI YOLOv8 InceptionResNet Faiss Python

Machine Learning Intern

Zummit Africa

Jan 2024 - Jun 2024 (5 months)

Built a zero-shot content moderation proof of concept using Hugging Face BERT-family models and developed retraining pipelines and evaluation scripts to validate scalable, label-free classification.

Zero Shot Classification BERT Python scikit learn Pandas Model Evaluation Retraining Pipelines