Curriculum Vitae

Experience

muse.ai | Co-Founder & CEO

2018/11-present | Worldwide

  • Performed a complete reset of the company’s direction from sports search into general video search.
  • Setup guidelines for new designs and implemented the first versions of many of the core systems.
  • Launched the most advanced multimodal in-video search solution at an affordable price to everyone.

muse.ai | Co-Founder & CTO

2015/3 – 2018/11 Worldwide

  • 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.

Morgan Stanley | EAI Accelerator Group

2011/09-2015/05 | London

  • 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.

J.P. Morgan | Analytics Strategic Group

2011/09-2015/05 | London

  • 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.

Imperial College | Circuits and Systems Group

2010/03-2010/08 | London

WebCanvas | Founder & CEO

2008/1-present | London

  • 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:

Surrey Satellite Technology | GNSS Systems Engineer

2004/09-2006/04 | Guildford, UK

  • 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.

European Space Agency | Junior Satellite Engineer

2000-2001 | Noordwijk, NL

  • 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

Ph.D. Thesis | Imperial College London

  • 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.

Papers

  • 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.

Talks

  • 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.

Education

CQF Institute | Certificate in Quantitative Finance

2014-2015 | London

  • 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.

Imperial College London | Ph.D. in Scientific Computing

2006-2010 | London

University of Surrey | Electronics & Computer Engineering

2002-2006 | Guildford

  • Graduated top of the class with First Class Honours.
  • Final year project involved the integration of a GPS receiver on an FPGA.
  • Presented at NASA’s Digital Design Conference in Washington D.C..

Other Interests & Hobbies

Word cloud of interests

Ërdos Number: 4

António Roldão Ërdos Number 4