Software Engineer · AI/ML Engineer · Researcher
Building clinical AI systems, agentic pipelines, and full-stack products across medical imaging, retrieval, cloud infrastructure, and applied research.
I'm a software engineer, AI/ML engineer, and researcher based in Lagos, Nigeria. I build production-grade AI systems — from clinical decision support platforms to agentic multi-agent pipelines — and publish research in medical imaging at conferences like MICCAI and ICPR.
My work spans the full stack: architecting RAG systems and multimodal ingestion at AidCare, shipping full-stack software at HabariPay (GTCO), exploring self-supervised learning for retinal and chest X-ray imaging, and training 250+ students as Project Lead at the Unilag Data Community.
Consulting Club of Lagos · Mar 2026 – Present
Providing AI/ML consulting and strategy for clients through one of Lagos' leading consulting organizations.
AidCare · May 2025 – Present
Clinical AI platform with dual-mode RAG, semantic search over 500+ protocols, and multimodal ingestion for Nigerian healthcare.
HabariPay – GTCO · Sep 2024 – Present
Full-stack engineering on the fintech subsidiary of Guaranty Trust; building payment infrastructure and AI-powered product features.
ML Collective · Sep 2024 – Present
Medical imaging and clinical NLP research — weekly paper analysis, hypothesis formulation, and experimental protocol design.
Wema Bank · Aug 2024 – Dec 2024
AI-powered knowledge chatbot (Node.js, Azure) enabling 2,000+ staff to query documentation; Play Store review analytics pipeline.
Amazon Web Services · Oct 2023 – Jan 2024
Competitive AWS scholarship; built an end-to-end image classification system with PyTorch and CNNs, deployed on cloud GPU (CUDA) infrastructure.
Building across agentic AI, clinical systems, computer vision, full-stack products, and distributed engineering.
End-to-end agentic AI platform analyzing 797 Ghana healthcare facilities across 16 regions. A LangGraph supervisor routes queries to 6 specialized sub-agents backed by a FAISS vector store, identifying 10 medical deserts and 43 data anomalies.
Clinical decision support platform for Nigerian healthcare. Dual-mode RAG system using Sentence Transformers + FAISS over 500+ clinical protocols, with Whisper ASR and Tesseract OCR for multimodal document ingestion.
Real-time AI personal trainer using Gemini's vision API to analyze webcam exercise footage frame-by-frame. Dual-persona architecture: an internal Analyst performs biomechanical reasoning while an external Coach delivers live verbal feedback via TTS.
Real-time face recognition system using OpenCV and Azure cloud services, achieving >95% accuracy with <150ms response time. Won 2nd place among 50+ teams at Hacklab's Hackathon for technical innovation and robustness.
Crowdsourced global map for discovering authentic Amala spots, with an autonomous agent that scans food blogs daily. Features user reviews with Google auth, Google Maps integration, and an admin moderation panel.
Distributed information retrieval system with a custom inverted index, TF-IDF weighting, and cosine similarity scoring. Delivers sub-second query responses across 10,000+ PDF, DOCX, and TXT files with comprehensive xUnit test coverage.
A platform for university students to buy, sell, and exchange second-hand textbooks on campus — reducing the cost burden of course materials and promoting a circular economy within academic communities.
Global health data aggregator that centralizes pandemic and disease information worldwide — surfacing symptoms, treatments, prevention methods, and real-time news updates to users in regions with limited health information access.
AI-powered reconciliation tool for hospital invoices and insurer payouts. Automatically parses uploaded documents, matches line items, pinpoints every underpayment or denial, and generates a natural-language executive summary for finance teams.
Public talks, workshops, and sessions I've facilitated — with slides, photos, and writeups.
April 23, 2026 · AI/ML Track Session
An introductory session for the AI/ML track covering practical applications of AI in business — how organizations can leverage AI tools, frameworks, and workflows to drive value and improve decision-making.
2026 · Student Researchers Session
A beginner-friendly walkthrough of the landmark Transformer paper for early student researchers — breaking down self-attention, multi-head attention, and positional encoding with intuitive explanations.
Research spanning medical imaging, multimodal learning, and applied AI systems.
Emmanuel Idoko et al.
MIRASOL Workshop, MICCAI 2025 · Accepted
Emmanuel Idoko
ICPR 2026 — 28th Int'l Conference on Pattern Recognition · Accepted
Emmanuel Idoko
Ongoing Research · Working Paper
Emmanuel Idoko
MIRG-ICAIR 2025 — Machine Intelligence Research Group Conference · Poster
A comprehensive toolkit for building and deploying production AI systems.
Interested in collaboration, research opportunities, or engineering work? Feel free to reach out.
eemmanuel.idoko@gmail.com
University of Lagos · B.Sc. Computer Science
Lagos, Nigeria
I'm currently exploring engineering roles, research collaborations, startup builds, and applied AI projects with real-world impact.
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