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Edgar P. Email & Phone Number

Lead Data Scientist at Caterpillar Inc.
Location: Greater Chicago Area, United States 12 work roles 3 schools
1 work email found @iit.edu LinkedIn matched
✓ Verified Jul 2026 4 data sources Profile completeness 100%

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Work email e****@iit.edu
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Current company
Caterpillar Inc.
Role
Lead Data Scientist
Location
Greater Chicago Area, United States
Company size
50927 employees

Who is Edgar P.? Overview

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Quick answer

Edgar P. is listed as Lead Data Scientist at Caterpillar Inc., a with 50927 employees, based in Greater Chicago Area, United States. AeroLeads shows a work email signal at iit.edu and a matched LinkedIn profile for Edgar P..

Edgar P. previously worked as Senior Data Scientist at Caterpillar Inc. and Founder at Exponential Trading. Edgar P. holds Doctor Of Philosophy (Ph.D.), Electrical Engineering from Northwestern University.

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Profile bio

About Edgar P.

An engineer by trade with a passion for applying scientific principles and AI to solve difficult problems.๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž4+ years of experience in the development and application of machine/deep learning in various domains including:โ€ข Materials Science โ€ข Cybersecurityโ€ข Financial Markets---------------------------------๐๐š๐ง๐จ๐Ÿ๐š๐›๐ซ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐š๐ง๐ ๐๐ก๐จ๐ญ๐จ๐ง๐ข๐œ๐ฌExpertise in:โ€ข Nanofabrication and metrology (>11 years)โ€ข Experimental and theoretical photonics research at the nanoscale (> 8 years)---------------------------------๐๐ก.๐ƒ. ๐ข๐ง ๐„๐ฅ๐ž๐œ๐ญ๐ซ๐ข๐œ๐š๐ฅ ๐„๐ง๐ ๐ข๐ง๐ž๐ž๐ซ๐ข๐ง๐  ๐ฐ๐ข๐ญ๐ก ๐š ๐Ÿ๐จ๐œ๐ฎ๐ฌ ๐จ๐ง ๐’๐จ๐ฅ๐ข๐-๐’๐ญ๐š๐ญ๐ž ๐๐ก๐จ๐ญ๐จ๐ง๐ข๐œ๐ฌPublications (>1k citations, h-index 15)โ€ข 5 First Authorโ€ข 3 Equal Contributor

Listed skills include Nanofabrication, Electron Beam Lithography, Photolithography, Characterization, and 28 others.

Current workplace

Edgar P.'s current company

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Caterpillar Inc.
Caterpillar Inc.
Lead Data Scientist
deerfield, illinois, united states
Website
caterpillar.com
Employees
50927
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12 roles

Edgar P. work experience

A career timeline built from the work history available for this profile.

Founder

Exponential Trading

Built python based ETL pipelines for historical equities data used to discover trading strategies, conduct analysis and train machine learning models. Developed analytics dashboard to monitor daily movers and key metrics to enable better trade decisions using dash and plotly. Current work includes exploration and testing of:โ€ข Data streaming packages (kafka/ streamz) and parallelization (Dask/ RAPIDS) for market data pipeline development.โ€ข Application of CNNs, RNNs and decision tree based models for trade signal generation.

Data Scientist

Ulap
Oct 2022 - Jul 2024

Data Scientist

Wells Fargo

Dallas, Texas, United States

Jun 2022 - Oct 2022

Postdoctoral Researcher

Ares Materials, Inc.

Plano, Texas, United States

Led accelerated material development initiative by leveraging machine learning and molecular simulations to reduce material development time and cost. Product manager of high-refractive-index and low-Dk polymer portfolios for next-gen display and optoelectronic applications. ๐“๐ž๐œ๐ก ๐’๐ญ๐š๐œ๐ค: Python, SQL, MLflow, Scikit-learn, RDkit, Mordred, Jupyter notebooks๐Œ๐ข๐œ๐ซ๐จ๐Ÿ๐š๐›๐ซ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐“๐จ๐จ๐ฅ๐ฌ: optical lithography, e-beam evaporation, reactive ion etching (RIE)

Jul 2020 - May 2022

Graduate Research Assistant

Northwestern University

Evanston, Illinois, United States

Investigated light-matter interactions in plasmonic metals, two-dimensional semiconductors and high-index dielectric nanostructures. โ€ข Conducted in-depth literature reviews, designed experiments, ran electromagnetic simulations, and tested hypotheses for five plasmonics and metamaterials related research projects (2 first-authored and 3 equal contributor publications).โ€ข Collaborated and supported interdisciplinary research projects by conducting experiments, fabricating nanostructures and providing theoretical modeling and analysis of nanophotonic devices (10 publications)๐๐ซ๐จ๐ ๐ซ๐š๐ฆ๐ฆ๐ข๐ง๐  Languages: Matlab, Python๐’๐ข๐ฆ๐ฎ๐ฅ๐š๐ญ๐ข๐จ๐ง ๐“๐จ๐จ๐ฅ๐ฌ: Lumerical๐Œ๐ข๐œ๐ซ๐จ๐Ÿ๐š๐›๐ซ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐“๐จ๐จ๐ฅ๐ฌ: e-beam lithography (eBL), optical lithography, focused ion-beam (FIB), e-beam evaporation, physical vapor deposition, wet and reactive ion etching (RIE)๐Ž๐ฉ๐ญ๐ข๐œ๐š๐ฅ ๐‚๐ก๐š๐ซ๐š๐œ๐ญ๐ž๐ซ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง ๐“๐จ๐จ๐ฅ๐ฌ: optical spectroscopy, Raman spectroscopy, fluorescence spectroscopy

Jan 2014 - Dec 2019

Sist Intern

Fermilab
May 2008 - Aug 2008
Team & coworkers

Colleagues at Caterpillar Inc.

Other employees you can reach at caterpillar.com. View company contacts for 50927 employees →

PK Paulo Krzyzanovski Paulo Krzyzanovski Colleague at Caterpillar Inc.Campo Largo, Paranรก, Brazil View → LK Likith Kumar G C Likith Kumar G C Colleague at Caterpillar Inc.Bengaluru, Karnataka, India View → AS Aaron Shaw Aaron Shaw Colleague at Caterpillar Inc.Valparaiso, Indiana, United States View → JF Jack Fabre Jack Fabre Colleague at Caterpillar Inc.Rio Claro, Sรฃo Paulo, Brazil View → CR Chris Runestad Chris Runestad Colleague at Caterpillar Inc.Greater Chicago Area, United States View → EF Edilene Fernandes Edilene Fernandes Colleague at Caterpillar Inc.Piracicaba, Sรฃo Paulo, Brazil View → MW Michael White Michael White Colleague at Caterpillar Inc.Pekin, Illinois, United States View → EN Emily Nichols Emily Nichols Colleague at Caterpillar Inc.Clayton, Georgia, United States View → AK Albert Kuban Albert Kuban Colleague at Caterpillar Inc.Peoria, Illinois, United States View → SM Sandy Maas Sandy Maas Colleague at Caterpillar Inc.Pekin, Illinois, United States View →
3 education records

Edgar P. education

FAQ

Frequently asked questions about Edgar P.

Quick answers generated from the profile data available on this page.

What company does Edgar P. work for?

Edgar P. works for Caterpillar Inc..

What is Edgar P.'s role at Caterpillar Inc.?

Edgar P. is listed as Lead Data Scientist at Caterpillar Inc..

What is Edgar P.'s email address?

AeroLeads has found 1 work email signal at @iit.edu for Edgar P. at Caterpillar Inc..

Where is Edgar P. based?

Edgar P. is based in Greater Chicago Area, United States while working with Caterpillar Inc..

What companies has Edgar P. worked for?

Edgar P. has worked for Caterpillar Inc., Exponential Trading, Ulap, Wells Fargo, and Ares Materials, Inc..

Who are Edgar P.'s colleagues at Caterpillar Inc.?

Edgar P.'s colleagues at Caterpillar Inc. include Paulo Krzyzanovski, Likith Kumar G C, Aaron Shaw, Jack Fabre, and Chris Runestad.

How can I contact Edgar P.?

You can use AeroLeads to view verified contact signals for Edgar P. at Caterpillar Inc., including work email, phone, and LinkedIn data when available.

What schools did Edgar P. attend?

Edgar P. holds Doctor Of Philosophy (Ph.D.), Electrical Engineering from Northwestern University.

What skills is Edgar P. known for?

Edgar P. is listed with skills including Nanofabrication, Electron Beam Lithography, Photolithography, Characterization, Microfluidics, Lithography, Plasmonics, and Nanophotonics.

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