Jeremy Cohen Email & Phone Number

Basking Ridge, New Jersey

- Technical lead on Peraton Labs OCCAM program, a TA2 performer for the DARPA ConSec program. Implemented agile team methodologies to manage a large Python, Java, and JavaScript code base with components from CS domains such as Machine Learning, Satisfiability Modulo Theories, sBlack Box Optimization, and UI. Interfacing with other ConSec performers on a.

Sarasota, Florida Area

• Automated retrieval and processing of Call Detail Records from multiple sources using Python.
• Preformed analysis on Call Detail Records using Python's sklearn package.
• Produced visualizations of analysis using Python's matplotlib package.

Sarasota, Florida Area

• Used Nvidia-Docker to construct a test suite that enabled experiments that used neural networks.Graded homework and held TA sessions for the following classes:
• Calculus with Theory 1 & 2
• Calculus 2
• Real Analysis 1
• Partial Differential Equations

Remote

• CodeU is an invite only mentorship program of 120 high-potential students designed to facilitate learning of software engineering skills.
• As part of a remote team, designed, implemented, and tested key features such as search, login, and encrypted transmissions for a chat program written in Java.
• Created and maintained a technical design document that detailed features to be added, their expected implementation details, and their eventual actual implementation.
• Practiced the code review and version control processes using Git.
• Regularly talked with our team’s Google host to discuss updates and trajectory.
• Received strongly positive feedback; Flown out to attend CodeU day at Google’s Mountain View office.

Park City, Utah

• Invited and funded to participate in 3 week-long conference on Data Science run by the Institute for Advanced Study.
• Attended sequences of lectures on statistics, machine learning, and wavelets, and many other lectures on various mathematical and data science topics.
• Completed daily problem sets on data visualization in R and data processing with wavelets in Mathematica.
• Regularly assisted fellow attendees in completion of problem sets, particularly on the subject of wavelets.

Albuquerque, New Mexico Area

• Independently added 2D Pyramid Recurrent Neural Network model, with associated datasets and demos into Cortex, an open source machine learning library built on top of Theano.
• Reduced segmentation time from 20 minutes to 2 minutes per volume and improved error rate (.1 increase in Dice coefficient to.98) by implementing a 3D Up-Convolutional Neural Net into Keras. An author of the published.