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Louis Gomez is a Data Scientist at LinusBio. He possess expertise in microsoft office, microsoft excel, microsoft word, powerpoint, leadership and 6 more skills. He is proficient in English.
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Data ScientistLinusbioJersey City, Nj, Us
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Machine Learning ResearcherStevens Institute Of Technology Aug 2019 - PresentHobokenClassifying Levels of Consciousness Using Physiological Signals--Built Gradient Boosted Trees (XGBoost) based machine learning approach to classify states of consciousness (e.g., coma, command following) from multivariate physiological signals (e.g., brain oxygen level, heart rate) in patients with brain injuries.--Achieved an Area Under the Curve (AUC) of 0.72 while overcoming missing data, variables, and limited ground truth.Data Augmentation Simulation of Blood Glucose Time Series--Developed a simulation framework that improves simulated blood glucose forecasting performance byaugmenting simulated data with learned data properties (e.g., missing data, error) of type 1 diabetes datasets.--Achieved better performance than current baselines across a suite of forecasting methods such as RNNs, LSTMs, and Random Forests.Detecting Meals for People with Type 2 Diabetes--Adapted a simulation-based explanation method to detect when a person (with type 2 or pre-diabetes) is eating a meal using only continuous blood glucose time series.--Achieved a recall of 60% compared to wrist-worn accelerometer sensors with a recall of 40%.Causal Discovery for Multiple Time Series Datasets with Missing Variables--Proposed a new causal discovery method for learning population-level causal models across multiple time series datasets with partially overlapping variable groups.--Achieved the best F1-score and false discovery rate compared to several baselines for causal discovery with time series datasets.
Louis Gomez Skills
Louis Gomez Education Details
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Computer Science
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Computer Science
Frequently Asked Questions about Louis Gomez
What company does Louis Gomez work for?
Louis Gomez works for Linusbio
What is Louis Gomez's role at the current company?
Louis Gomez's current role is Data Scientist.
What is Louis Gomez's email address?
Louis Gomez's email address is lo****@****ita.edu
What is Louis Gomez's direct phone number?
Louis Gomez's direct phone number is +131668*****
What schools did Louis Gomez attend?
Louis Gomez attended Stevens Institute Of Technology, Wichita State University, Stevens Institute Of Technology.
What are some of Louis Gomez's interests?
Louis Gomez has interest in Human Rights, Science And Technology, Education.
What skills is Louis Gomez known for?
Louis Gomez has skills like Microsoft Office, Microsoft Excel, Microsoft Word, Powerpoint, Leadership, Management, Teamwork, Public Speaking, Labview, Ni Multisim, Verilog.
Not the Louis Gomez you were looking for?
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Henry Louis Gomez
Miami, Fl -
Louis Gomez
Sotf Alumni | Project Manager | Retired Special Forces (Green Beret) SoldierSan Antonio, Tx1goarmy.com -
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Louis Gomez
Software Engineering Manager At United Network For Organ Sharing (Unos)Greater Richmond Region2swisslog.com, unos.org
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