Areas of Expertise

General Computer Science

  • Lossy and Lossless data compression (numeric, binary and text)

  • Event synchronization with distributed algorithms

  • Blockchain Technology

  • Encryption, Public Key Encryption

  • Distributed Systems and tools

  • High Performance and Parallel Computing

  • Massively parallel hardware development: CUDA, OpenCL, Intel PHI

  • Python and R components and C/C++ interfacing

  • Matlab/Symulink, LabView development

Machine Learning

  • Neural Networks (aka "deep learning")

  • Fuzzy logic

  • Kalman-based learning methods

  • Bayesian learning

  • Application-specific supervised learning

  • Online supervised and unsupervised learning algorithms (for extremely big data sets)

FPGA Components

  • Xilinx Vivado HLS and Altera Quartus Prime

  • Digital Signal Processing

  • Custom language engines

C++ Linux Server Side

  • C++11-14-17 (aka "Modern C++")

  • Orthodox/Embedded C++ for IoT and embedded devices

  • Complex, multithreaded, lockfree algorithms powered by vector (SSE/AVX/AVX512/FMA)

  • Custom Assembly (X86-64,ARM64) development.

  • New languages, custom compilers.

Numerical Methods

  • Wavelet Analysis and Algorithms

  • Integral Equations (electromagnetism, corrosion, potential fields)

  • Boundary Element Method (BEM)

  • Finite Element and Differences Methods (FEM/FDM)

  • Wavelet-based matrix compression for interactive methods

Structural Analysis

  • Dynamic Systems Modelling

  • Modal Damping

  • Integrity Analysis

Geophysics

  • Reverse Time Migration (Seismics 2D/3D)

  • Satellite Imagery

  • Gravimetry, Magnetometry, Spectrometry

  • Geosoft

Financial Systems

  • GPS timestamp correction and recovery

  • Sub-micro second (RTT) market data feeds and order entry

  • Multi-threaded, multi-process complex factor models and implied calculations

  • High volume tick data processing and storage

  • High frequency trading strategies

  • Econometrics and¬†Statistical arbitrage modelling

  • Data storage: relational, noSQL, column-oriented

  • Financial Data compression (>50:1 ratio)

3D Visualization

  • C++ with high-level scene graph

  • Linux or Windows interfaces ¬†

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