Open to opportunities

kevin tang

@kevintang

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Scientific research in petroleum engineering, using Python simulations and LLM-assisted literature synthesis.

Brazil

Message

What I'm looking for

I’m looking for an opportunity where I can combine research and applied analytics—using Python and LLMs—while contributing to technical communication, proposals, and data-driven decision-making in energy or engineering-focused teams.

I’m a Scientific Initiation Researcher at Universidade de São Paulo, focused on petroleum engineering. I developed a well-drilling simulator in Python to model bit balling dynamics in Brazilian pre-salt magnesian clay formations, and I used LLMs to support literature synthesis across 36+ technical papers in geomechanics, petrology, and drilling engineering.

I also gained research experience in eco-efficient construction materials through a PIBIC project, completing laboratory analysis, data collection, and technical writing, with findings presented at SIICUSP 2023. Alongside research, I’ve worked in business-focused roles—internal sales for analytical instrumentation in southern Brazil and business development internships in thermoelectric and green hydrogen—building proposals, tracking results, and supporting technical/commercial communication.

Experience

Work history, roles, and key accomplishments

Current

Scientific Initiation Researcher

Current

Universidade de São Paulo

Jul 2024 - Present (2 years)

Developed a well-drilling simulator in Python to model bit balling dynamics in Brazilian pre-salt magnesian clay formations. Used LLMs to support literature synthesis across 36+ technical papers in geomechanics, petrology, and drilling engineering; received an Honorable Mention at SIICUSP 2025.

Python LLM Well Drilling Simulation Bit Balling Modeling Petrology Drilling Engineering

Internal Sales Representative

Essencis Technologies

Aug 2025 - Dec 2025 (4 months)

Managed prospecting and client relationship activities for analytical instrumentation equipment in southern Brazil. Prepared commercial proposals, tracked results, and provided structured post-sales support.

Prospecting Client Relationship Management Post sales Support

Business Development Intern

Andrade Gutierrez S.A.

Jan 2025 - Jul 2025 (6 months)

Supported business development for the Thermoelectric and Green Hydrogen sectors through market studies and the preparation of commercial proposals. Analyzed technical and commercial documents with engineering teams and helped deliver institutional presentations to clients and partners, including participation in meetings and negotiations.

Market Research Proposals Meeting Support Negotiation