Thomas Maher Email & Phone Number

Arlington, Virginia, Us

Arlington, Virginia, Us

Arlington, Virginia, Us

Vienna, Virginia, Us

Develop frameworks for machine learning models to run in real-time and cloud environments.Build machine learning components in Python and C++, using TensorRT, Tensorflow, and threading/shared memory techniques for real time inference.Design data pipelines for object detection and RF signal classification.

Project: Wideband Aggregate Spectrum Generation, designing FPGA logic cores to generate RF signals in hardware.Utilize modulator subsystems to add modulation schemes (QAM, FSK, DSSS) to the signal generator, and create logic cores for randomization scenarios.Integrate FPGA generator with an RF signal machine learning model.

Reston, Virginia, Us

Wrote and debugged Bash and Python scripts in a Linux environment to manage programs and system-level applications.Monitored and managed devices using SNMP, SSH, NFS, and DHCP protocols.Implemented PCI passthrough to create GPU virtualization environments.

Vienna, Virginia, Us

Assisted in tasks related to Natural Language Processing, Image Classification, and other combinatoric-optimization problems. Led an intern R&D project evaluating the performance benefits of edge compute devices and dedicated hardware for machine learning models and algorithms. Applications built in Python and some C++ for edge devices.

I worked on quantifying the degradation effects of bit flips in memory on machine learning models. I also helped design error-correction algorithms to protect neural networks from cyber-attacks and hostile environments where bit flips are occur frequently. Error-correction methods include Hamming Code and Reed-Solomon implementations, written in Python.

My work includes drafting documents, compiling client packages, assisting with office-related projects, and researching recent immigration court rulings and naturalization processes necessary for our clients.

Washington, Dc, Us

I worked as part of a long-term research project focused on micromagnetic simulations and the study of nanostructures. My work included analyzing the influence of length and diameter on the hysteresis, coercivity, and retentivity of nanowires, specifically looking at Heusler compounds. I ran simulations through a Linux shell, using Python to write the programs I needed.

I worked as a counselor at S.O.S., a camp in July for children with special needs. I spent 1 on 1 time with one of the children.

Computer Engineering, Machine Learning

High School