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Jean Suarez

@jeansuarez

Software Solutions Architect and Developer at Independent Software Solutions Consultancy who co-designed an AI architecture that cut energy use and token costs by up to 89%.

Colombia
Message

At Independent Software Solutions Consultancy, I co-designed and verified an AI language-model architecture using causal convolution via quantum Fourier transform and layer-adaptive output, reducing energy consumption and token costs by up to 89%. I also designed and built an Android app for pediatric acetaminophen dosing and developed quantitative tools for portfolio optimization and clinical decision support.

At Petróleos de Venezuela, S.A. (PDVSA), I developed energy asset valuation models and pipeline simulations that prevented estimated annual losses of USD 500,000. I’ve also taught mathematics and computational methods, and developed predictive models for Colombian floriculture and mathematical models for COVID-19 monitoring and natural gas transport.

Experience

Work history, roles, and key accomplishments

IC
Current

Software Solutions Architect and Developer

Independent Software Solutions Consultancy

Jan 2022 - Present (4 years 10 months)

Co-designed and verified an AI language model architecture using causal convolution via quantum Fourier transform and layer-adaptive output, reducing energy consumption and token costs by up to 89%. Integrated generative AI tools into software development and contributed to public sector systems, clinical software, and financial precision.

Universidad del Norte logoUN

Professor and Researcher

Universidad del Norte

Feb 2020 - Jan 2022 (1 year 11 months)

Taught differential calculus, linear algebra, and numerical analysis, guiding students to bridge abstract mathematical concepts with computational tools. Developed machine learning models for flower production forecasting and formulated a mathematical model for COVID-19 epidemiological analysis.

Petróleos de Venezuela, S.A. (PDVSA) logoPP

Researcher and Software Developer

Petróleos de Venezuela, S.A. (PDVSA)

Sep 2016 - Jan 2020 (3 years 4 months)

Developed quantitative models for energy asset valuation and revenue optimization, delivering technical presentations at OPEC headquarters. Built computational simulation models to optimize gas pipeline maintenance, reducing operational risks and preventing estimated annual losses of USD 500,000.

Universidad Central de Venezuela logoUV

Professor and Researcher

Universidad Central de Venezuela

Sep 2004 - Jul 2009 (4 years 10 months)

Taught differential calculus, integral calculus, and discrete mathematics, guiding students to master foundational mathematical principles. Formulated and implemented numerical models to simulate water-oil two-phase flow in pipelines for the petroleum industry.

Education

Degrees, certifications, and relevant coursework

MC

Ministry of Information and Communication Technologies of Colombia

Data Scientist, Data Science

2020 - 2020

Certification as Data Scientist from the Ministry of Information and Communication Technologies of Colombia.

San Diego State University logoSU

San Diego State University

Doctorate, Computational Science

2009 - 2015

Grade: 3.8/4

Doctorate in Computational Science from San Diego State University, with a dissertation on simulation of particle-laden flows with shocks.

Universidad Central de Venezuela logoUV

Universidad Central de Venezuela

Master of Science, Mathematics

2005 - 2008

Grade: 19/20

Master of Science in Mathematics from Universidad Central de Venezuela, with a thesis on incompressible fluid flow simulations.

Universidad Central de Venezuela logoUV

Universidad Central de Venezuela

Bachelor of Science, Mathematics

1998 - 2004

Grade: 17/20

Bachelor of Science in Mathematics from Universidad Central de Venezuela, with a thesis on simulation of two-phase flow of oil and water in a horizontal pipe.

Tech stack

Software and tools used professionally

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