Automated Trading: Interfacing to brokerages, trade tracking, signal generation, automated reporting and risk controlsFinance: Adaptive systems design, automated strategies, CUDA GPU highly parallel algorithms, search, self-adaptive optimisation, database design, MT4/MT5 agent/trading interface implementation, R, C++ machine learning.Finance FoF Risk: Innovative metrics, fraud detection, performance prediction, asset tracking, factor analysis and stabilisation, CDS pricing, research into clustering and portfolio construction alternatives.Healthcare : UK prescription drug usage and healthcare, data acquisition, geocoding and mapping for visualisation. Data gathering and modelling for optimisation of care home services.

A Development Manager role focused on streamlining delivery and planning, software engineering best practice, improving team autonomy and providing technical insight and problem solving support in a heavily constrained legacy team structure.

An innovative auction model for IPOs, delivered using blazor on an azure stack

Voxsio are a passionate small company that is looking to do meaningful work with conversational AI.Voxsio delivers solutions using NLP, mainly in Python on AWS stack with a custom twist to make it all make sense for the user's needs. My work in Voxsio is centered on creating and delivering NLU/NLP/NLG services and bringing the skills up in our small team. I love the creative aspects of this work - there's a lot of innovative IP opportunitites and some super cool work to do here!

New challenges in problem solving - from geometry, to deep learning and back again in R and C#Creation of several pieces of new IP:Space Filling (Hilbert) Fractal Curves in the Parallelisation of Sequential Random ProcessesQuality of Fit metrics derived from Kolmogorov-Smirnoff and Andersen-Darling statisticsFault-Surface Cut-off line projection in 3dStratigraphic Detrending by Identification of Significance in Stratigraphic SequencesSufficiency Metric for Extrapolated Value Estimation on Complex GridsComplexity Reduction in Combinatoric DetrendingDynamic Gridding Based on Stratigraphic Significance

Exploratory problem solving and algorithm development for mapping and development of oil reserves: cognitivegeology.com

Designed and implemented large scale database for a web service educational content provider. Later re-engaged as a consultant to validate finalised implementation and suggest performance improvements.

Initially researched gambling models for horse racing and football, later used hierarchical mixtures of experts for predicting financial assets.