I am currently algorithms and architecture lead for data science algorithms in bioinformatics, signal and image processing at Illumina. I have worked in the computational biology and high speed data science field for 6 years, previously I developed complex signal processing algorithms for hardware implementation. I have Master's and Bachelor's degrees in EE from Cambridge University, England.Expert in machine learning, signal processing, computer vision, computational biology, bioinformatics.Hardware/software/algorithms architect, taking complex algorithms from research to high speed implementation in software, FPGA, ASIC.Lead technical teams at multiple startups with successful exits, currently managing AI group at Illumina.- delivered DRAGEN-ML, highest performance secondary analysis in the genomics industry at the fastest speed- long read algorithm development (ICLR) using ML for highest quality variant calling- improved image processing primary analysis base-calling pipeline in Illumina next-generation sequencing, won Illumina's 2021 Innovation award - delivered the industry's first 10GBASE-T transceiver at Solarflare, beating incumbents to market by several years- optical communications algorithms for high speed converters + noise compensation operating at 50-100Gbps+- contributions to over 30 patents
Listed skills include Ethernet, Asic, Signal Processing, Digital Signal Processors, and 39 others.