CV

Education

• Ph.D in Version Control Theory, GitHub University, 2018 (expected)
• M.S. in Jekyll, GitHub University, 2014
• B.S. in GitHub, GitHub University, 2012

Work experience

• Spring 2024: Academic Pages Collaborator
  • GitHub University
  • Duties includes: Updates and improvements to template
  • Supervisor: The Users
• Fall 2015: Research Assistant
  • GitHub University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub
• Summer 2015: Research Assistant
  • GitHub University
  • Duties included: Tagging issues
  • Supervisor: Professor Git

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

Continuous dual-polarization signal processing using windowed Nonlinear Fourier Transform

Examining nonlinear behaviors in optical communication systems using Gaussian mixture model

Next-generation signal processing using windowed Nonlinear Fourier Transform

Numerical Approaches in Nonlinear Fourier Transform‐Based Signal Processing for Fiber‐Optic Communications

Fiber-Optic Communications Based on Finite-Genus Solutions to the NLS with a Convolutional Neural Network Receiver

Real-time demonstration of optical communication system performance using HpCom numerical simulator

Multi-Task Learning to Enhance Generalizability of Neural Network Equalizers in Coherent Optical Systems

Machine Learning for Performance Improvement of Long-Haul End-to-End Optical Transmission Systems

Gradient Boosting for Nonlinear Equalization in Optical Transmission Systems

Phase computation for the finite-genus solutions to the focusing nonlinear Schrödinger equation using convolutional neural networks

Optimal input signal distribution for a nonlinear optical fiber channel with small Kerr nonlinearity

Neural network for calculating direct and inverse nonlinear Fourier transform

Neural networks for computing and denoising the continuous nonlinear Fourier spectrum in focusing nonlinear Schrödinger equation

Neural Networks For Nonlinear Fourier Spectrum Computation

Computing continuous nonlinear Fourier spectrum of optical signal with artificial neural networks

Introducing phase jump tracking - a fast method for eigenvalue evaluation of the direct Zakharov-Shabat problem

Application of neural networks to determine the discrete spectrum of the direct Zakharov–Shabat problem

Nonlinear Spectrum of Conventional OFDM and WDM Return-to-Zero Signals in Nonlinear Channel

The study of coherent structures based on numerical algorithms of nonlinear Fourier transform for a nonlinear Schrödinger equation

Soliton content in the standard optical OFDM signal

Radiation hardness study of CsI(Tl) scintillation crystals for the Belle II calorimeter

Talks

Forest Equalization for Coherent Optical Transmission Systems

February 14, 2023

Poster presentation at Telecommunications, Optics and Photonics (TOP) Conference, London, UK

Neural Network for Direct and Inverse Nonlinear Fourier Transform

February 14, 2022

Poster presentation at Telecommunications, Optics and Photonics (TOP) Conference, London, UK

Neural Networks For Nonlinear Fourier Spectrum Computation

September 01, 2021

Conference talk at European Conference on Optical Communication (ECOC), Bordeaux, France

Computing continuous nonlinear Fourier spectrum of optical signal with artificial neural networks

August 01, 2021

Conference talk at SPIE Optics + Photonics | Applications of Machine Learning 2021 , San Diego, USA

Gradient Boosting for Nonlinear Equalization in Optical Transmission Systems

June 21, 2021

Conference talk at CLEO/Europe-EQEC 2023, Munich, Germany

Computing Continuous Nonlinear Fourier Spectrum of Optical Signal with Artificial Neural Networks

June 21, 2021

Conference talk at CLEO/Europe-EQEC 2021, Munich, Germany

Teaching

Teaching experience 2

Teaching experience 1

Service and leadership

• Currently signed in to 43 different slack teams