Dan Kibiwott

WORK HISTORY

EDUCATION

ABOUT DAN KIBIWOTT

I’m a Software Developer and Machine Learning Engineer passionate about building systems that combine human creativity with computational intelligence.Graduated with an MSc in Computer Science at Anglia Ruskin University, I bridge academic research with hands-on engineering - from web applications that transform real organizations to AI models that evaluate narrative consistency and market behavior.At Cambridge Kids Club (CKC), I proposed, designed, and led the development of a full employee induction and administration platform, turning a months-long manual process into a digital system deployable in weeks. The platform’s modular React + Express + PostgreSQL architecture introduced geofenced multi-site management, secure digital forms, and interactive staff tutorials.Alongside, I founded the World Integrity Engine (WIE). A research and engineering project that uses large language models and vector databases to evaluate narrative world-building integrity (A proof of concept for my take on Many Worlds Theory). More on this at: https://dan-biwott.github.io/pages/world-integrity-engine.htmlMy current focus is optimizing AI reasoning for creative and structured domains alike.Tech StackCore Competency: JavaScript · TypeScript, Python, React · Next.js, Node.js · Express, RESTful API design, Full-stack system architectureData & Backend: PostgreSQL, Prisma ORM, Schema design & data validationBackend frameworks: Django, LaravelMachine Learning & AI: scikit-learn, PyTorch, Ensemble ML models (SVR + MLP), Feature engineering & model evaluation, ONNX (model export & inference), LLM evaluation & reliability systemsCloud & DevOps: Docker · Docker Compose, Linux (Ubuntu), AWS (EC2, S3), Azure (ML & embeddings), Git · GitHubUI & Product: Tailwind CSS · shadcn/ui, Figma (UI design & dev handoff)Research Areas: Narrative Intelligence · LLM Evaluation · Ensemble ML Models · Data Integrity · AutomationGithub: https://github.com/DAN-BIWOTTPortfolio: https://info.dan-kibiwott.co.uk/I’m open to collaborations and opportunities where applied AI, full-stack systems, and creative computing meet.