Custom AI & data solutions for any problem.
Seven years building high-stakes data and AI infrastructure: from medical devices and neurophysiology research to enterprise AI and peace technology.
Data scientist. Engineer. Builder.
I design and engineer data systems, ML models, and AI infrastructure for organizations doing consequential work, the kind where getting it wrong has real costs.
My background spans neurophysiology research, medtech product development, and enterprise AI consulting. That breadth isn't accidental: the hardest problems rarely sit neatly inside one discipline.
Today, that expertise flows primarily into Amani Intelligence, where I apply the same technical standards that powered rigorous medical research to peace technology and social impact.
Engineering Peace through Human-Centric AI.
Amani Intelligence serves NGOs, peace tech organizations, and social impact teams, providing the technical scaffolding to scale their missions with clarity and precision.
AI Strategy & Custom Solution Development
AI strategy and custom solution development for a multinational digital advertising company: building and iterating on ML-powered content moderation and audience intelligence systems, and advising on long-term AI roadmap and architecture.
ML & Signal Processing for Novel Wearable Neurotechnology
As data scientist and team lead, I built the analytical foundation for X-trodes' wearable biopotential sensor platform: from automated sleep-staging algorithms and REM sleep disorder detection to a Python SDK enabling real-time electrophysiological research. Oversaw a team of three, co-authored 2 peer-reviewed publications, secured a pending US patent for novel electrophysiological classification algorithms, and contributed to $16M+ in projected revenue impact.
Enterprise AI & NLP Engineering
Custom AI and data solutions across a range of clients and domains, including a full-stack enterprise RAG system with custom parsing, indexing, and retrieval pipelines; multi-stage LLM pipelines for document processing and information extraction; and a novel NLP tool to identify, quantify, and classify news events at scale.
Let's work together.
I work with a small number of organizations at a time. If you're building something consequential and need technical depth to match, I'd like to hear about it.
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