Zachary Eichenberger Email & Phone Number

United States

United States

- Lead year–long project to boost Large Language Model coherence and fluency via novel decoding algorithms- Analyzed data, developed hypotheses and experiments using GPT 2 and 3, communicated these results within research group on weekly basis.

Ann Arbor, Michigan, United States

- Invented novel methods for code generation, operating directly on abstract syntax tree (AST) for improved robustness and enforcing correctness invariants using reinforcement learning model and graph neural nets- Created weekly reports using WandB, and presented findings updates and reccomendations at biweekly meeting. - Engineered strongly typed interpreter from the ground up in OCaml, with recursive editing system.

San Jose, California, United States

- Worked closely with adjacent research teams, producing biweekly reports to identify and patch weaknesses in IBM PDF understanding tech.- Created novel text-image-fusion algorithms for IBM table identification and extraction, reducing error rate within IBM Table Extraction by 60%

Almaden, Ca

> Investigated state of the art dataset error detection algorithms using novel clustering approach to better detect systematic errors present in dataset labels. Paper in preparation. > Designed and ran month-long experiment evaluating dataset cleaning algorithms using Pytorch and Scikit-learn; trained and evaluated upwards 50 models on NLP datasets. > Created database cleaning module for Open-source project, Text Extensions for Pandas. Made 50+ commits, and became #4 contributor on project

Ann Arbor, Mi

Developed software and hardware for low-cost 3d printer fault detection sensor as well as probing methodologies to better utilize mechanical probe to detect errors in FDM 3d printer.

San Francisco Bay Area

> Independently developed portion of Open-source library (in Python) to extract tables from pdf's and images into highly manipulatable format. > Automated regression testing using Travis CI and documentation using Sphinx Auto documentation> Resulted in Co-authorship of “Identifying Incorrect Labels in the CoNLL-2003 Corpus” Proceedings of the CoNLL Conference, Nov. 2020.

Greater New York City Area

Designed (CAD) and built low cost, 3D printed myoelectric prosthetics. Designed control software (in C) to control hand motor in response to myoelectric sensor input. Paper in preparation

Berkeley, Ca

Performed novel research: Investigated new metabolic pathway to create cyclopropyl fatty acids and thereby depress the freezing point of biodiesels Engineered an enzyme to improve low temperature flow characteristics of biodiesels.Submitted research to Regeneron STS competition, JSHS competition.

Master'S Degree, Computer Science, 4.00

Bachelor Of Science In Engineering - Bse, Computer Science, Minor In Mathematics, 3.86/4.0

Relevant Coursework: Data Structures and Algorithms, Differential Equations, Multivariable Calculus, Discrete Mathematics, Linear Algebra.