Emmanuel Idoko

• Providing AI/ML strategy and consulting for client engagements through one of Lagos' leading consulting organizations.

• Architecting a clinical AI decision-support platform for Nigerian healthcare.
• Dual-mode RAG system with semantic search over 500+ clinical protocols using FAISS and Sentence Transformers.
• Multimodal document ingestion via Whisper ASR and Tesseract OCR; RBAC access control layer.

• Full-stack engineering on payment infrastructure and AI-powered product features for the fintech subsidiary of Guaranty Trust.
• Built vendor management application (Next.js, Node.js, PostgreSQL) used by 260+ attendees.
• TF-IDF recommendation engine and Gemini-powered product summaries.

• Research in medical imaging and computer vision — Few-Shot Sampling.
• Weekly paper analysis, hypothesis formulation, and experimental protocol design.
• Authored papers accepted at MICCAI 2025 and ICPR 2026.

• Designed and deployed AI/ML-integrated IoT systems in collaboration with student innovators.
• Represented the hub at the Lagos Chamber of Commerce and Industry program showcasing products.

• Built Wema Wiki — an AI chatbot integrated into Microsoft Teams enabling 2,000+ staff to query bank documentation.
• Developed advanced SQL scripts for data requests across departments.
• Product recommendation model with OpenAI; Play Store comment analytics pipeline.

• Engineered a contact-lookup system with an array-implemented trie — 20% faster with 98.73% space optimization versus baseline implementations.
• Hosted and facilitated problem-solving sessions and competitive-programming hackathons.
• Advanced data-structure and algorithm patterns, solving complex challenges in Python.

• Awarded the AWS AI & Machine Learning Scholarship — completed all requirements ahead of schedule.
• Built an end-to-end image classification system using Python, PyTorch, and CNNs.
• Deployed via command-line interface on cloud-based GPU (CUDA) infrastructure.

• Automated 30+ AWS resources with Terraform; microservice app containerized with Docker.
• Orchestrated on Kubernetes (AKS); worked across AWS, Azure, and GCP.

• Developed virtual music and chess room features with WebRTC — real-time A/V sync, multiplayer, third-party API integration.
• Led cross-language team integration; optimized response times by 50% via caching.
• Managed deployment pipeline with GitHub Actions and Jenkins.

• Built a food-sharing platform enabling people to share and receive surplus food to reduce waste.
• HackOR 2021 Finalist & Winner.

PyTorch, TensorFlow, Hugging Face Transformers · FAISS, Sentence Transformers, LangGraph · OpenAI API, Gemini API · Computer Vision (OpenCV, ViTs) · Whisper ASR, Tesseract OCR · Scikit-learn, Pandas, NumPy, Matplotlib

Python, TypeScript, JavaScript · Java, C#, SQL, Bash · C (systems & assembly)

Next.js, React, Node.js, FastAPI · PostgreSQL, MongoDB, SQLite · Docker, Kubernetes, Terraform · AWS, Azure, GCP, DigitalOcean · GitHub Actions, Jenkins, Azure DevOps