• Pivoted the company's focus into applying the latest Artificial Intelligence technologies to enable Video Search.
• Designed and implemented a proof-of-concept Video Search service, as well as a myriad of other systems.
• Refined Machine Learning methodologies to improve the understanding of auditory and visual content.
• Created guidelines and processes to hire, train, and increase the productivity of the team.
• Member of the strategic group responsible for cross-technology libraries and platforms used by the entire firm.
• Created a state-of-the-art platform for Rapid Hardware Development bridging a number of software development concepts with hardware design methodologies.
• Designed and implemented a proof-of-concept for an Ultra-Low-Latency FPGA-based trading system including IP Cores for: UDP/IP, Book Building with Ultra-Fast Order Sorting, Matching and Crossing Engine with Pricing and Crossing rules.
• Proposed and guided an academic collaboration which resulted in the creation of ScalaHDL and an IEEE paper1.
• Implemented a documentation scheme that extracts text and examples directly from source code.
• Designed and implemented a Graph Database using MongoDB with a reactive web-based front-end for suggestive and intuitive graph traversal.
• Managed teams to successfully deliver a myriad of projects including: a Total Order Communications Scheme; ULL FPGA-based Memory Cache-system; PubSub bridge used for market data distribution; benchmark a range of SerDes schemes (e.g. SBE, GPB, Fast, C-structs).
• Actively engaged in recruiting and mentoring new hires including talks at Imperial College and Oxford University.
• Member of the Athena Core team which is responsible for developing, maintaining, and supporting a state-of-the-art platform for trading and risk reporting. This system included the trade-model; a globally replicated high performance database (C++), a graph-based RAD programming language (on top of Python) with a custom IDE, and the entire surrounding ecosystem with its scheduler, logging, GUI-widgets, web services, and messaging.
• Invented, developed, deployed, and maintain WebCanvas.
This concept implements an infinite canvas where anyone can paint and watch others paint.
This project won second prize at London Start-up Camp in 2008, and has been featured
on BBC's Technology program:
• Presented work at NASA’s Office of Digital Design conference MAPLD 2005 Int. Conference: submission 168.
• Developed hardware (FPGA design) and software (Low-Level drivers) that are space-borne onboard GIOVE/A.
• Developed a C++ GUI application to process and visualize data originating from a space qualified GPS receiver.
• Assembled and tested band-pass filters for GPS signals.
• Pioneer in the Student Space Exploration & Technology Initiative.
• Participated in European Space Agency's 4th Student Parabolic Flight Campaign.
• Coded in C and OpenGL a 3D simulation of the effects of electrical fields on a charged particle in Zero-Gravity.
Publications & Talks
• Accelerating Iterative Methods for Solving Systems of Linear Equations using FPGAs, Imperial College, 2010. The application of these methods was demonstrated using state-of-the-art Model Predictive Control systems.
• ScalaHDL: Express and Test Hardware Designs in a Scala DSL, ICCD 2014: 521-524.
• A High Throughput FPGA-Based Floating Point CG Implementation for Dense Matrices, TRETS 3(1) (2010).
• A Fused Hybrid Floating-Point and Fixed-Point Dot-Product for FPGAs, ARC 2010.
• More Flops or More Precision? Accuracy Parameterizable LE Solvers for Model Predictive Control, FCCM 2009.
• A High Throughput FPGA-based Floating Point Conjugate Gradient Implementation, ARC 2008.
• A Floating-point Solver for Band Structured Linear Equations, FPT 2008.
• FPGA Design of an Integrated CAN and EDAC for Spacecraft Applications – NASA, MAPLD 2005.
• How Artificial Intelligence Sees, Hears, and Relates Concepts – Lisbon, 16/11/2017.
• Modern Big Data Systems for Machine Learning – London, 10/07/2015.
• Scala in Finance – Open Source Quantitative Finance – London, 02/04/2015.
• The Bitcoin Innovation – University of Oxford – Oxford, 28/10/2014.
• FPGAs in Finance – Imperial College London – London, 14/10/2014.
• STAC - Hardware Acceleration Today – London, 04/12/2013.
• Next Generation Networks – The Path to Zero Latency – London, 17/09/2014.
• Bitcoin Analytics and Statistics – Python for Quants – New York, 14/03/2014.
• What is Web 2.0 and how it changes almost everything – London, 14/05/2009.
• More FLOPS or More Precision? Equation Solvers for Model Predictive Control – London, 23/03/2009.
• An FPGA-Based Floating Point Solver for Band Structured Linear Equations – London, 23/03/2009.
• Conjugate Gradient: Optimizing FPGA Speed using Custom Precision – London, 19/11/2008.
• Highly comprehensive and pragmatic quantitative course divided into 6 modules with a final project.
• Final project involved the implementation of a portfolio analysis and construction using Black-Litterman.