Summary
Overview
Work History
Education
Skills
Work Availability
Publications
Timeline
SoftwareEngineer
Mitchell Solomon

Mitchell Solomon

PhD Candidate In Systems Engineering
Melbourne,FL

Summary

Data Scientist familiar with gathering, cleaning and organizing data for use by technical and non-technical personnel. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent with significant background in Deep Learning.

Overview

10
10
years of post-secondary education
7
7
years of professional experience

Work History

Machine Learning Research Assistant

Florida Institute of Technology
Melbourne , FL
2016.10 - Current
  • Worked on advanced methods for machine learning to be incorporated into automating time-series analysis, specifically event detection, classification, and generative models
  • Worked with deep learning toolkits TensorFlow, Keras, and PyTorch for both experimental research purpose and to better understand the implementation of deep networks.
  • Studied and implemented various machine learning algorithms from basic KNN to state of the art deep networks.
  • Supported department members with administrative, research and academic assistance.
  • Supervised undergraduate students working on research projects.
  • Prepared materials for technical reports, presentations and submission to peer-reviewed journals and government customers.

Student Mentor

Florida Institute Of Technology
Melbourne , FL
2017.05 - 2017.07
  • Mentored two undergraduate students through a ten-week intensive program, starting with teaching basic fundamentals to implementation and presentation of state-of-the-art deep learning research in time-series classification.
  • Managed codebase through GitHub version control software, and prepared deliverables to meet crucial deadlines.
  • Produced a technical report titled “Infrasound Classification using Long-Short Term Memory Recurrent Neural Networks” (project video highlights: https://www.youtube.com/watch?v=1-D9FGxAIYI).

Biophysics Research Assistant

Florida Institute of Technology
Melbourne , FL
2012.10 - 2012.12
  • Studied the effect of colloidal gold nanoparticles on lysozyme self-assembly and amyloid fiber formation.
  • Properly calibrated and adjusted malfunctioning equipment to achieve precise test results.
  • Created and updated record of all supplies and equipment to monitor inventory.
  • Prepared powerful chemical solutions and reagents for use in analysis of samples.

Chemical Engineering Intern

Mainstream Engineering Corporation
Rockledge , FL
2014.04 - 2016.04
  • Tested and modified a pyrolytic sold waste remediation system from feed milling to bio-oil production and characterization.
  • Prepared and characterized PbTe nanowire arrays electrodeposited in an aluminum nanoporous template.
  • Designed experimental procedure, built custom electrochemical cell, executed test plan, and analyzed data to model the electrochemical growth of ultra-high aspect ratio nanoporous anodized aluminum.
  • Gave oral presentation of results at the 228th Electrochemical Society Meeting titled “Electrochemical and Thermal Contributions to Ultra-Deep AAO Growth: Aspect Ratio >10^4”.

Nanotechnology Research Assistant

Florida Institute of Technology
Melbourne , FL
2011.10 - 2012.04
  • Assembled and calibrated potentiostat for electrochemical sensing of gold nanoparticles for analytical chemistry lab.
  • Collaborated with professors to identify relevant questions and determine best methods of potentiostat data collection.
  • Performed statistical, qualitative and quantitative analysis.

Education

Ph.D. - Systems Engineering

Florida Institute Of Technology-Melbourne
Melbourne, FL
2016.08 - Current

Master of Science - Chemical Engineering

Florida Institute Of Technology-Melbourne
Melbourne, FL
2014.08 - 2016.05

Bachelor of Science - Chemical Engineering

Florida Institute Of Technology-Melbourne
Melbourne, FL
2010.08 - 2014.05

Skills

    Presentation

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Work Availability

monday
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Publications

  • "Infrasound Threat Classification: A Statistical Comparison of Deep Learning Architectures", SPIE 2018
  • "Classification of Rail Switch Data using Machine Learning Techniques", Joint Rail Conference 2018.
  • "Deep wavelet scattering features for infrasonic threat identification", SPIE 2018
  • "Near-field Infrasound Classification of Rocket Launch Signatures", SPIE 2018
  • "Shepard Interpolation Neural Networks with K-Means: A Shallow Learning Method for Time Series Classification", International Joint Conference on Neural Networks 2018

Timeline

Student Mentor

Florida Institute Of Technology
2017.05 - 2017.07

Machine Learning Research Assistant

Florida Institute of Technology
2016.10 - Current

Ph.D. - Systems Engineering

Florida Institute Of Technology-Melbourne
2016.08 - Current

Master of Science - Chemical Engineering

Florida Institute Of Technology-Melbourne
2014.08 - 2016.05

Chemical Engineering Intern

Mainstream Engineering Corporation
2014.04 - 2016.04

Biophysics Research Assistant

Florida Institute of Technology
2012.10 - 2012.12

Nanotechnology Research Assistant

Florida Institute of Technology
2011.10 - 2012.04

Bachelor of Science - Chemical Engineering

Florida Institute Of Technology-Melbourne
2010.08 - 2014.05
Mitchell SolomonPhD Candidate In Systems Engineering