Xero
Senior Applied Scientist
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Jacob H. Email & Phone Number
Xero
at
Senior Applied Scientist
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Who is Jacob H.? Overview
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Jacob H. is listed as Xero at Senior Applied Scientist, based in Bountiful, Utah, United States. AeroLeads shows a matched LinkedIn profile for Jacob H..
Jacob H. previously worked as Member of Technical Staff - Data Engineer at Liquid Ai and AI Researcher (Thesis Intern) at Ibm. Jacob H. holds Master'S Degree, Electrical Engineering-Computer Science from Massachusetts Institute Of Technology.
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Senior Applied Scientist
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Profile bio
About Jacob H.
I am an AI Engineer and researcher specializing in synthetic data generation and scalable machine learning systems. Currently, I am working on my Master’s thesis at MIT, where I am developing training methodologies for visual language models that leverage open-source data. Concurrently, I am an AI Researcher at the MIT-IBM Watson AI Lab, where I work on creating compliant datasets and optimizing instruction-tuning pipelines for vision-language models.At Data Fusion & Neural Networks, I have led the modernization of legacy machine learning systems, including adaptive neural networks and satellite monitoring platforms, significantly improving their performance and scalability. My work bridges the gap between research and practical applications, ensuring reliable, high-performance models for complex tasks.
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13 roles · 4 years
Jacob H. work experience
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Member Of Technical Staff - Data Engineer
Ai Researcher (Thesis Intern)
Work partnership in pursuit of Masters of Engineering at MIT at MIT-IBM AI Watson Lab. Generation and curation of synthetic data. Building and training LLM and Vision Language Models.
Jan 2024 - Dec 2024
Ml Architect
2023 - Nov 2024
Software Engineer
Lead ML Engineer for Data Collection and Model Development. My work centered around two projects: 1. object tracking, identification, and counting to enhance clinical care for military and civilian applications. 2. Modeling for Traumatic Brain Injury (TBI) detection and management. Specific tasks included:-Streamlining Image and Video Collection and Labeling with auto labeling techniques-Model development in Google Vertex AI-YOLO model development aided with data augmentation and hyperparameter optimization-Object Discrimination and Counting by Developing Situation Awareness-TBI data collection and exploration-TBI feature analysis-Solution evaluation for viable modeling approaches
May 2022 - Dec 2022
Machine Learning Engineering Intern
Work in evaluating various methods for Counter-Factual Estimation. Included creating multiple datasets, evaluating state-of-the-art methods, and developing novel approaches for explainable counter-factual estimators.
May 2022 - Sep 2022
Software Developer
RPA development, I.E "Bots", within an agile environment. Development primarily done Microsoft Power Automate
Dec 2021 - May 2022
Laboratory Assistant
I worked on developing and validating cell lines with metabolite synthesis CRISPR knock outs; utilizing HPLC for binding detection; and developing software in python for standardizing analysis of mass spectroscopy metabolite data.
Jan 2021 - Dec 2021
Laboratory Assistant
Hansenip Llc
I was charged with setting up a private lab within a biotech incubator. My primary projects included media development and studies on a mechanism for general anesthesia and its reversibility at high pressure. I also designed and built a fluid dispensing system powered by an Arduino microcontroller. This later translated into my interested in Computer Science.
Jun 2020 - Dec 2020
Laboratory Intern
Summer 2019 Internship in Scott B Hansen lab working on various short term projects including super resolution microscopy on a Zeiss microscope.
Jun 2018 - Jul 2018
Laboratory Intern
Summer internship primarily working on x-ray crystallography to show lipid-gating of zebrafish Trek-1. This project was continued from summer 2017 when we realized that a disordered region on the c-terminus was likely the reason I failed to obtain crystals. I designed a new gene, expressed in yeast, and obtained a few small crystals. Data from the Stanford synchrotron confirmed that they were protein crystals, but I was unable to achieve high enough resolution to solve the structure.
Jun 2017 - Jul 2017
Laboratory Intern
First summer internship at the Scripps Research Institution. I learned basic lab skills and how to express and purify various potassium channels. Additionally learned to set up hundreds of conditions for X-ray crystallography.
Jun 2016 - Jul 2016
Lifeguard
South Davis Recreation Center
Lifeguard for the local recreation center
May 2015 - Aug 2015
2 education records
Jacob H. education
Master'S Degree, Electrical Engineering-Computer Science
Massachusetts Institute Of Technology
Bachelor'S Degree, Electrical Engineering And Computer Science; Brain And Cognitive Science
Massachusetts Institute Of Technology
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What company does Jacob H. work for?
Jacob H. works for Senior Applied Scientist.
What is Jacob H.'s role at Senior Applied Scientist?
Jacob H. is listed as Xero at Senior Applied Scientist.
Where is Jacob H. based?
Jacob H. is based in Bountiful, Utah, United States while working with Senior Applied Scientist.
What companies has Jacob H. worked for?
Jacob H. has worked for Senior Applied Scientist, Liquid Ai, Ibm, Data Fusion & Neural Networks, and Bio1 Systems, Inc..
How can I contact Jacob H.?
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What schools did Jacob H. attend?
Jacob H. holds Master'S Degree, Electrical Engineering-Computer Science from Massachusetts Institute Of Technology.
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