Open to opportunities

Peter Gino Pangapalan

@peterginopangapalan

Message

I build AI automation and engineering software for reliable business and steel workflows.

Philippines

Message

What I'm looking for

I'm looking to build reliable AI automation and engineering software for business or engineering operations, especially roles involving LLM workflows, API integrations, human-in-the-loop safeguards, and Philippines-remote collaboration.

At Midland Steel, I architect Python, FastAPI, and n8n automations for steel detailing and fabrication, connecting Revit API, Tekla API, and webhooks to improve BIM data extraction and 3D model accuracy.

I've built reusable LLM workflow patterns with strict JSON schemas, confidence thresholds, escalation flags, grounded prompting, and human-in-the-loop gates. My n8n portfolio includes production workflows for career scoring, support triage, grounded outreach, invoice document AI, and meeting action items.

Previously at TritonTek, I built Mathcad and Python automation that reduced repetitive engineering calculation time by 60% to 80% across more than 200 structural steel connection details.

As a licensed civil engineer and Philippine CE Licensure Examination topnotcher, I combine structural engineering knowledge with Python, APIs, and agentic AI to remove manual work without sacrificing verification and control.

Experience

Work history, roles, and key accomplishments

Current

R&D Software Engineer

Current

Midland Steel

Apr 2026 - Present (4 months)

Architects Python, FastAPI, and n8n automations for steel detailing and fabrication, integrating Revit API, Tekla API, and webhooks for BIM data extraction and 3D model accuracy. Designs LLM workflow patterns with strict JSON schema outputs, confidence thresholds, and human-in-the-loop gates.

Python fastAPI N8n Revit API Tekla API Webhooks LLM Claude Code

Current

Independent Engineering Tutor

Current

Self Employed

Jan 2023 - Present (3 years 7 months)

Tutor structural analysis, steel and reinforced-concrete design, and engineering mathematics with Python-assisted visual explanations.

Structural Analysis Steel Design Concrete Design Python Tutoring

Structural Connection Design Engineer

TritonTek, Inc.

Jul 2025 - Apr 2026 (9 months)

Built Mathcad and Python automation that reduced repetitive engineering calculation time by 60% to 80% across more than 200 structural steel connection details for international fabrication projects. Applied AISC 14th/15th Edition and AASHTO requirements to base plates, moment connections, and steel components.

MathCad Python AISC Structural Engineering Automation

Civil Engineer Review Instructor

Margallo Bucking Review Center

Sep 2025 - Sep 2025 (0 months)

Delivered licensure-review sessions in structural engineering and developed practice problems and solution workflows.

Structural Engineering Teaching Curriculum Development

Junior Structural Designer

MDO Construction Corporation

Aug 2023 - May 2024 (9 months)

Automated Python and Excel load-check workflows, reducing manual verification time by 40% using STAAD and AutoCAD verification pipelines.

Python Excel Autocad Structural Design Automation

Education

Degrees, certifications, and relevant coursework

Georgia Institute of Technology

MicroMasters, Analytics

Pursuing OMS Analytics MicroMasters coursework including CSE 6040x, ISYE 6501x, and MGT 6203x.

University of Mindanao

Bachelor of Science, Civil Engineering

2019 - 2024

Activities and societies: DOST Scholar

Bachelor of Science in Civil Engineering with coursework in calculus, differential equations, linear algebra, probability and statistics, numerical methods, and finite element methods. DOST Scholar.