Machinery industry leader · Commercial strategy + applied research · Ag, construction & mining equipment · M.S. NC State · Data & AI

Agent of change for a sustainable future.

I bridge business strategy, engineering and applied AI to drive growth and innovation across industries. My experience at IPESA, Atlas Copco, Epiroc and Crumpler Plastic Pipe spans business management, team leadership, commercial strategy, product development, operational improvement and digital transformation. With an M.S. in Biological and Agricultural Engineering from NC State, I combine hands-on industry experience with research and data-driven methods to turn complex challenges into practical solutions.

At a glance

20+ yearsin the machinery industry with John Deere, Atlas Copco and Epiroc lines, 2003 to today

4 sectorsagriculture, construction, industry and underground and surface mining

Global experiencebased in Peru, Mexico and the USA; commercial work, on site and virtual, with partners across Latin America, Europe and other regions

6 publicationsjournal articles, preprints and theses on machinery and machine learning

Selected projects

All projects · AI builds

Business & market · Epiroc Mexico · 2019–2020

Overhaul test center

Customers questioned the reliability of overhaul services. After a financial, technical and customer-satisfaction review, I proposed and launched a test center, using AI tools and analytics to detect performance deviations.

$2M in annual savings and more sales opportunities in Mexico

Machinery & engineering · Peru

Excavators for a hydroelectric tunnel

As project manager, I adapted Caterpillar M313D excavators with Atlas Copco hydraulic hammers and protection systems to work as scalers, then led the endurance test and aftermarket support.

3 years in operation with minimal issues

Data & AI · Epiroc Mexico · 2019

Mining market forecast

I built a Random Forest model in R with big-data sources to forecast yearly sales and trend changes in the Northwest Mexico mining market.

95% forecast accuracy

News

Nov 2026. Added my 2026 AI builds: PneuraCore products, 14 GitHub repositories and four Claude Code plugins.

Oct 2026. Published “Spatial Prediction of Tractor Noise and Detection of Atypical Sound Pressure Levels Using Machine Learning” in the Journal of Experimental and Theoretical Analyses (MDPI).

Apr 2026. Focused on applied research and independent R&D in applied AI for industry.

Mar 2026. Earned the AI Product Management Specialization (Duke University), after the IBM RAG and Agentic AI Professional Certificate in February.

Aug 2025. Featured in the NC State Biological and Agricultural Engineering Alumni Corner, on my path from the machinery industry to applied research.

Nov 2024. Published “Optimizing Soil Compaction Under Real-World Conditions and the Impact of Soil Moisture on Rammer Performance.”

2023. Completed my M.S. at NC State and presented my research at ASABE 2023 in Omaha, Nebraska.

Experience by industry

Twenty years on job sites, mines and farms.

From John Deere tractors in Peru to underground fleets in Mexico and product design in North Carolina. Each industry below lists the work, the brands and the results; open a row for the full story.

2003 – 2009

Peru · John Deere, Baldan, Same

Agriculture machinery

Product specialist, instructor and market analyst for tractors, tillage equipment, implements and combines at IPESA SAC, the John Deere dealer in Peru.

Helped grow John Deere's market share in Peru from 5% in 2003 to 40% in 2008.
Led teams in the assembly, mounting and calibration of tractors and implements; calibrated Baldan attachments with John Deere tractors.
Monitored the JD 1175 rice combine in the field for four months and reported to John Deere.

Field sales support. Functional product specialist providing operational training for agricultural tractors and tillage equipment.

Instructor and commissioning. Responsible for commissioning and instruction of agricultural tractors and implements, leading technical teams.

Sales support and early data analysis. Supplied agricultural machinery as product specialist and applied early data-analysis skills.

Aftermarket. Product manager supporting the operation and production of John Deere and Same tractors.

Social extension. Through the dealer, John Deere supported the education of university students and experts; I promoted social-responsibility actions.

International network. Training sessions in the USA on product positioning, sharing experience with colleagues from many countries.

2003 – 2018

Peru, Andean region and Latin America · John Deere, Atlas Copco, Case, BROKK · key customers Ferreyros (Caterpillar), Nissan Maquinarias (Case), Paus, Komatsu

Construction machinery

Product specialist and later Business Line Manager for hydraulic attachments, earthmoving equipment and demolition robots.

Positioned Case skid steers with Atlas Copco hydraulic attachments at 35% of the Peruvian market.
Supported tenders and bids as team leader and trainer, with 10% yearly growth for John Deere products.
Led the corporate negotiation with BROKK to become its dealer in Peru and Bolivia.

Training. John Deere University courses (2003–2008) on skid steers, backhoes, loaders, excavators, motor graders, bulldozers, forestry machinery and engines; training in Germany on demolition attachments and excavators.

Field marketing support. Logistics, sales and marketing support and technical commissioning for motor graders in Peru, including training and job-site oversight.

Strategic accounts. Field and corporate sales with financial KPI monitoring in Mexico, Peru and Colombia across construction, open-pit mining and quarries.

Engineering innovation. Designed adapter plates and structures in Inventor, AutoCAD and SolidWorks to sell hydraulic attachments as OEM products for excavators.

Products of differentiation. Developed an automatic hydraulic lubrication system for hammers in trench construction, tested for long endurance runs.

Demolition robots. Strategy, acquisition, pricing, engineering, commissioning and warranty for BROKK robots in foundries, cement plants and underground rock reduction.

2008 – 2020

Peru and Mexico · Atlas Copco, Epiroc

Underground & surface mining, demolition

Product specialist in Peru and Key Account Manager for strategic mining customers in Northwest and Central Mexico.

Organized the commissioning of fleets for drilling, loading, transport, scaling and bolting, with operator training.
Proposed and launched an overhaul test center that improved trust in service reliability.
Validated compactors at 4,500 m altitude in Peru and led pedestal boom projects.

Key accounts. Sales, receivables, technical proposals, customer feedback and relationships in the mining industry in Mexico and Peru.

Seller for machinery, parts and automation. Built long-term customer relationships and supported fleets to high availability and reliability standards.

Pedestal boom systems. Product specialist for OEM and Atlas Copco pedestal booms: engineering support, civil-works service agreements, mechanical design and automation.

Bauma 2018 and 2019. Promoted products with the Latam team and supported global leaders receiving Latin American entrepreneurs, including early talks on a company acquisition.

Hydroelectric project. Prepared Caterpillar M313D excavators with hydraulic hammers and protection systems; led the endurance test and three years of aftermarket support.

2021 – today

North Carolina, USA · NC State University, Crumpler Plastic Pipe, independent R&D

Design, data science, AI & marketing

Engineering, data science and marketing lead for a pipe manufacturer, now focused on research and applied AI for industry.

Architected a modular AI and big-data ecosystem: ETL pipelines, data integration and structured data delivery to a state transportation agency.
Built AI market-intelligence tools on LLMs with a multi-agent harness, and a large-scale pipeline with AI scoring that finds business opportunities.
Promotional 3D graphics and video, a Power BI project dashboard and Python automation tools; R&D from concept to deployment.

Web development. Integrated 3D models, simulations, graphics and video into a promotional website built on Wix.

E-tot. Website integration, tool creation, digitalization and content with Moodle, YouTube, Google plugins and AI tools.

Software. Python apps for PDF search with OCR, Excel merging with hyperlink management, and trading-strategy backtesting.

Leadership & management

Cross-functional teams. Leading and supporting my team across the Andean region of South America made management a personal goal.

Being part of the team. Sharing time with the Atlas Copco Andean team and learning their daily operations was the best part.

Leadership training. NC State Leadership Development Program, covering current leadership concepts and techniques.

Family and new challenges. My family is my main motivation to pursue new experiences along my career path.

Academy & research

ASABE 2022 and 2023. Presented my research to the academic society and met NCSU leaders and ASABE presidents.

Precision agriculture. Advanced courses on UAVs, QGIS and programming in R.

Conferences. Talks for scholars, researchers and students on engineering, marketing and digital tools.

Thesis research. Machine validation and testing as part of my M.S. project.

Projects

Problems solved, with the numbers.

Industry projects outside my research publications. Each one names the challenge, what I did and the result.

Data & AI · Independent R&D · 2023–today

Applied AI for industry

Research and AI engineering for industrial organizations: machine learning with field testing on agricultural and construction machinery, and AI systems that automate knowledge work, with human review, cost and data-privacy controls built in.

4 publications in 2024–2026

Data & AI · Crumpler Plastic Pipe · 2024–2026

AI market-intelligence tools

LLM tools on a multi-agent harness with agent orchestration, tool use and automated workflows, plus a large-scale data pipeline with AI-driven scoring that identifies business opportunities.

Opportunities found automatically

Data & AI · Crumpler Plastic Pipe · 2024–2026

AI and big-data ecosystem

A modular system for data management, commercial strategy and communications: ETL pipelines, data integration and structured data delivery to a state transportation agency.

Data delivered to a state agency

Business & market · Epiroc Mexico · 2019–2020

Run-off and overhaul test center

Customer claims prompted a financial and technical evaluation. I created a run-off and overhaul test center and used data analytics and AI tools to detect performance deviations.

$2M in annual savings

Business & market · Atlas Copco · 2017

Construction machinery rental

Conceptualized and led a rental business for facility projects, built on reliability and high-availability standards, as project leader and financial lead.

$5M revenue at 50% GP in 3 years

Business & market · Atlas Copco · Latin America

Loyalty program for construction tools

A customer loyalty program to defend and grow the construction tools business across a network of 25+ dealers.

+20% market share

Business & market · Atlas Copco · Peru & Bolivia

BROKK demolition robots

Led the corporate negotiation to become BROKK's dealer and built the strategy, pricing, engineering and warranty support for foundries, cement plants and underground mines.

New product line in two countries

Business & market · Cornell certificate

New sales channels for compaction

Market strategy project to open new sales channels for compaction machinery in South America.

Channel plan for the region

Machinery & engineering · Peru

Excavators for a hydroelectric tunnel

Adapted Caterpillar M313D excavators with Atlas Copco hydraulic hammers and protection systems to work as scalers, then led the endurance test and aftermarket support.

3 years in operation with minimal issues

Machinery & engineering · Andean region

Automatic lubrication for hammers

A product of differentiation: an automatic hydraulic lubrication system for hydraulic hammers in trench construction, developed and tested over long endurance runs.

Differentiated OEM offer

Machinery & engineering · Atlas Copco · Peru

Compactors at 4,500 m

Led the engineering validation of compactors at high altitude, wrote the reports, then ran the product marketing campaign for the Andean region.

Validated product and market launch

Machinery & engineering · Atlas Copco · Peru

Pedestal boom systems

Product completion projects for OEM and Atlas Copco pedestal booms for crushers: engineering support, civil-works agreements, mechanical design and automation.

Several completed installations

Machinery & engineering · IPESA · 2004

JD 1175 rice combine validation

Monitored a John Deere JD 1175 rice combine in the field for four months and reported its performance to John Deere.

4-month field report to the OEM

Data & AI · Epiroc Mexico · 2019

Mining market forecast

Forecast annual sales and trend changes for the Northwest Mexico mining segment with R and a random forest model. The results supported the regional sales plan.

95% forecast accuracy

Data & AI · Crumpler Plastic Pipe · 2023–2026

Project tracking dashboard

Consolidates project data from several sources with real-time API updates and cloud storage, and shows estimated, quoted and invoiced amounts per project in Power BI.

One view of every project's status

Data & AI · Crumpler Plastic Pipe · 2023–2026

Python automation tools

An OCR-based PDF search app with batch processing and Excel export, and an Excel tool that merges files, preserves hyperlinks and flags unique records.

Document and data work sped up

Data & AI · Crumpler Plastic Pipe · 2023–2026

3D visualization and promotional media

Promotional graphics, a product video and website content from 3D models in Onshape and SolidWorks and Ansys simulations, edited in Canva, Clipchamp and Filmora.

Full campaign from CAD to web

Data & AI · E-tot

AI training courses

Founding member of a project that builds courses on AI in science and industry; I handled the website, tools, digitalization and content.

Courses on Moodle and YouTube

AI builds · PneuraCore · GitHub · Claude

What I built in 2026, with the code behind it.

PneuraCore is my applied-AI lab. Its products, the systems I built for Crumpler Plastic Pipe and my research tooling run as 17 live services on my own infrastructure. The code lives in 14 GitHub repositories and four Claude Code plugins. For a one-page summary by dimension, open the evidence brief.

By the numbers

~122klines of Python and TypeScript in the eight main repositories

238automated test files, most in SBTest, HICAMS-DOT and the plugins

360+commits across 14 private repositories, February to October 2026

17 servicesrunning on my own infrastructure, with four Claude Code plugins alongside

Products and systems

PneuraCore · 2026

Self-hosted service ecosystem

Seventeen services on infrastructure I designed and run, containerized with Docker, with Zero Trust login where a service needs it. A directory app lists every service and checks its status automatically.

16 of 17 services operational

Crumpler Plastic Pipe · 2026

Smart CPP data platform

The company's own data platform for managing and operating CPP project information.

In production for the manufacturer

PneuraCore · 2026

Jarvis orchestrator and digital twin

An orchestrator agent with its own login and dashboard, a digital twin that shows the system's state in real time, and the FIAS interface on top of it.

Three services, one agent

PneuraCore · 2026

Web Intelligence platform

Web intelligence combined with AI analysis, so market and company signals arrive already classified and summarized.

Live and in use

PneuraCore · 2026

SBTest review sandbox

Publish a deck, document or spreadsheet at a link; reviewers comment on the exact spot by text or voice; agents turn feedback into tasks and apply the approved edits. The public side never has a path back to the machine that holds the documents.

171 commits · 21.6k lines · 64 test files

PneuraCore · 2026

PneuraCore ecosystem

Python monorepo with an API, agents for PDF, OCR, images, CSV and Excel, orchestrators, a control panel and dashboards, deployed with Docker. Audited with six Claude Security scans and four dated static and security reviews.

95 commits · 42.7k lines

Crumpler Plastic Pipe · 2026

HICAMS-DOT ecosystem

ETL, data integration and a control panel that deliver structured project data to a state transportation agency, with a manual and an audit for the team that runs it.

33 commits · 31.6k lines · 96 test files

Crumpler Plastic Pipe · 2026

BIG4 marketing intelligence

Every Monday a pipeline pulls GA4, computes KPIs with traffic-light status, has a chain of four agents interpret them and stores the run in Postgres; the dashboard and chat only read that table.

Weekly report without manual work

PneuraCore · 2026

GMaps lead generator

A lead-generation front end on a pinned open-source Google Maps intelligence engine, run as two separate pipelines: a web interface for city searches and horizontally scaled workers for county and state jobs.

Live and in use

Research tooling · 2026

paper-harness

Evidence-gated review of .docx and .tex manuscripts. It consolidates reviewer comments, applies only what the manuscript itself supports with Word track changes, and stops for human approval before anything irreversible.

Plugin v1.10.2 · CLI as source of truth

Developer tooling · 2026

visual-harness

A closed loop that audits and improves how a web app looks at every breakpoint and theme: Playwright captures, measurable gates for type, contrast, touch targets and overflow, and an anti-regression check before each batch of fixes.

Plugin v1.3.1

Marketing · 2026

Pneura video creator

A Claude Code plugin that produces short product-launch videos in Remotion, laid out for 16:9, 4:3 and 9:16, with reviewer agents for motion, brand and legibility.

Plugin with six commands

Live services

Directory verified 20 Aug 2026

Service	What it does
Pneuracore	Main site and public landing
Consola	Console to manage and query the services
Smart CPP	Data platform for Crumpler Plastic Pipe
API	FastAPI backend: authentication, public endpoints and deployment automation
Jarvis	Orchestrator agent: login and central dashboard
Control Panel	Ecosystem control panel
Infrastructure Monitor	Infrastructure monitoring dashboard
M3 Dashboard	Streamlit metrics dashboard with authentication
Codebase Graph	Structural exploration of the code memory graph
Study	Study application
Wiman1	Property administration: cash, analytics, AI receipt extraction
Digital Twin	Real-time view of Jarvis's state
FIAS UI	Jarvis FIAS interface (in rollout)
BlindLVC Viewer	Secure document viewer
Big4	GA4 marketing intelligence behind Zero Trust login
Gmaps Intelligence	Google Maps lead generation
Web Intelligence	Web intelligence plus AI analysis

GitHub repositories

Private · open for review on request

Repository	What it is	Stack	Commits
sbtest-pneuracore	Document review sandbox	Python	171
pneuracore_ecosystem	Agents, API, panel and dashboards	Python · Docker	95
pneuracore-plugins	Claude Code plugin marketplace	Python	37
hicams_CPP	HICAMS-DOT data ecosystem	Python	33
Research_eva	Editorial review harness v3	Python	13
big4-pneuracore	GA4 marketing intelligence	Python · Postgres	12
gmaps-lead-generator	Lead generation front end	Shell · Docker	4
paper_cli_research	Portable manuscript review CLI	Python	3
Pneura_video_creator	Launch-video plugin	TypeScript · Remotion	1
kraken-wick-hunter	Market microstructure study and harness	Python	·
pneuracore-web-intelligence, jarvis, BlindLVC, blindlvc-viewer	Early prototypes and setup	Python	·

Curriculum vitae

Resume & career path.

Skills

Applied AI: LLM applications, multi-agent orchestration, tool use and automated workflows; RAG and agentic AI; machine learning and deep learning; AI product management with human review, cost and data-privacy controls.
Data & digital tools: Python and R for business strategy and big-data analytics; ETL pipelines and data integration. Dashboards in Google Cloud, Tableau and Power BI. Websites on Wix, Moodle, Hostinger and WordPress. Content with Canva, Clipchamp, Filmora, Moovly and YouTube.
Engineering: AutoCAD, SolidWorks, Inventor, Fusion 360, Onshape, Ansys (CFD and SpaceClaim), Meshmixer, QGIS, AG Leader and Solvi. Conceptualization, prototyping, reverse engineering, 3D printing and scanning for earthmoving, demolition, civil works, tunneling, mining, agriculture and mechanical design.
Telematics & drones: Telematics and remote sensing for intelligent heavy-machinery management. Drone design, optimization, fabrication, operation and data processing.
Project management: Agile leader with PMP training in product design, sales and marketing campaigns.
Sales & support: B2B and B2C sales, rental, negotiation, tendering, contracts, logistics and profit optimization. Spec sheets, sales strategies and technical support; niche-market creation with performance and feedback tracking.
Management: CRM, market research, financial analysis, KPI monitoring, hiring, team management and loyalty programs. Field sales, inventory control and complete service offerings.
Markets & products: Light and heavy machinery for agriculture, construction, industry and mining, including attachments and aftermarket. Product design, validation, pricing, commissioning, market introduction and consolidation.
Executive presence: Connecting customers to headquarters through design, marketing, sales and after-sales service. Trade shows, launches, promotions and training events.
Content creation: Marketing content, design, simulations, animations, applications, photography and video, published on YouTube, LinkedIn and technical journals.
Global experience & languages: Fluent in Spanish and English. Lived and worked in Peru, Mexico and the USA. Commercial work, on site and through online virtual collaboration, with customers, dealers, teams and headquarters across Latin America, Europe and other countries around the globe.

Professional experience

Apr 2026 – today

Professional development

Career break

Applied research and independent R&D

Completed and published research on machine learning for agricultural and construction machinery, earned advanced AI certifications and carried out independent R&D in applied AI for industry.

Aug 2023 – Mar 2026

Crumpler Plastic Pipe, Inc.

Roseboro, North Carolina, USA · Optional Practical Training after my M.S.

Engineering, Data Science and Marketing, Jul 2024 – Mar 2026 · Engineering and Sales Support, Aug 2023 – Jun 2024

Led marketing, publicity, website management, product design, data analysis and market intelligence for a manufacturer serving industrial, construction and agriculture markets.
Architected a modular AI and big-data ecosystem: ETL pipelines, data integration and structured data delivery to a state transportation agency.
Built AI market-intelligence tools on LLMs and a multi-agent harness, and an automated large-scale pipeline with AI-driven scoring that identifies business opportunities.
Developed Python programs for data-driven decisions and AI-driven digital sales strategies; led R&D from concept to deployment.
Earlier: technical and pre-sales support, solution development, post-sales support, customer training, reporting, content and engineering design.

Jan 2021 – Dec 2024

North Carolina State University

Raleigh, North Carolina, USA

Research Assistant · M.S. Student · Teaching Assistant, Jan 2021 – Jun 2023 · Patent Collaborator, Jun 2023 – Dec 2024

Led machine design, prototyping and fabrication with Agile, using Inventor, SolidWorks, AutoCAD and Ansys.
Validated products through laboratory and field testing with sensors and R. Published work; patents in progress. Led a team of four.

Jul 2018 – Dec 2020

Epiroc

Sonora–Zacatecas, Mexico · including Fresnillo PLC and contractors

Key Account Manager / Seller, Underground and Surface Mining

Increased market visibility in Mexican mining by 60%; boosted revenue by 40% through contract stock optimization.
Revamped the test center, achieving $2M in annual savings.
New sales models generated $1M in consumables revenue and a 15% annual gross-profit increase.
Managed record annual customer revenue of $70M; built machine-learning forecasts with R and big data at 95% accuracy.
Led cross-functional work with 300+ internal stakeholders.

Jul 2009 – Jul 2018

Atlas Copco

Peru · Andean region and Latin America

Regional Business Development Manager, Construction Tools Latin America, 2017–2018 · Business Line Manager, Construction Tools Andean Region, 2016–2017 · Product Specialist, hydraulic construction, demolition, compaction and concrete equipment, 2009–2016

Member of the division management team; managed 25+ dealers across industry, construction and mining, expanding the network for $5M in added annual revenue.
Optimized the product portfolio for $2M in annual revenue growth; built a business model contributing $17M a year and a 10% gross-profit rise.
Launched a pioneering rental business: $5M revenue and 50% gross profit in three years.
Introduced a loyalty program for construction tools that raised market share by 20%; led a cross-functional team of 200+.
Key customers: Ferreyros (Caterpillar dealer), Nissan Maquinarias (Case dealer) and OEMs such as Paus and Komatsu, across Venezuela, Colombia, Ecuador, Peru, Bolivia, Chile and Argentina.

Jan 2003 – May 2009

IPESA

Lima, Peru · John Deere dealer

Trainee · Market Analyst · Product Manager

Marketing, sales and engineering support for John Deere agricultural, construction and aftermarket lines.
Contributed to marketing strategies that increased annual turnover by $10M; sales training and dealer support improved market share by 5%.

Education

Master of Science

Biological and Agricultural Engineering

North Carolina State University · Jan 2021 – May 2023 · 43 credits

Bachelor of Science

Agricultural Engineering, concentration in mechanization and design

Universidad Nacional Agraria La Molina, Lima · 1999 – 2005 · 144 credits

Professional training: Project Management, Agile and Scrum, Project Management Institute, 2023 (certificate of training completion).

Certifications

DeepLearning.AI Deep Learning Specialization

Google Cybersecurity Professional Certificate

Google Advanced Data Analytics Certificate

Google Business Intelligence Certificate

Google Digital Marketing and E-Commerce Certificate

Certification	Issued by	Issued	Verified on
AI Product Management Specialization	Duke University	Mar 2026	LinkedIn · Coursera
IBM RAG and Agentic AI Professional Certificate	IBM	Feb 2026	LinkedIn · Coursera
Building AI Agents and Agentic Workflows Specialization	IBM	Nov 2025	LinkedIn · Coursera
Deep Learning Specialization	DeepLearning.AI	Mar 2025	LinkedIn · Coursera · Credly
Google Cybersecurity Professional Certificate	Google	Jan 2025	LinkedIn · Coursera · Credly
Google Advanced Data Analytics Professional Certificate	Google	Dec 2024	LinkedIn · Coursera · Credly
Google Business Intelligence Professional Certificate	Google	Mar 2024	LinkedIn · Coursera · Credly
Google Digital Marketing & E-commerce Professional Certificate	Google	Feb 2024	Coursera · Credly
IBM AI Foundations for Business Specialization	IBM	Mar 2023	LinkedIn · Coursera · Credly
Agile Leadership Specialization	University of Colorado System	Mar 2023	Coursera
Data Science Orientation	IBM	Mar 2023	Credly
Adult First Aid/CPR/AED	American Red Cross	Feb 2023 · expired	LinkedIn
First Aid for Severe Trauma	American Red Cross	Jan 2023	LinkedIn
Leadership	North Carolina State University	Nov 2022	LinkedIn
ASABE Reviewer Certification CPD	American Society of Agricultural and Biological Engineers	Jul 2022	LinkedIn
Leadership (LDP Program)	North Carolina State University	Apr 2022	LinkedIn
Marketing Strategy	Cornell University	Nov 2015	LinkedIn

Also 56 individual course certificates on Coursera, including Human Factors in AI and Managing Machine Learning Projects (Duke) and Advanced RAG with Vector Databases and Retrievers (IBM).

Professional affiliations

American Society of Agricultural and Biological Engineers (ASABE)Member, MS-23/19 and US TAG TC 23/SC 19, Agricultural Electronics · Jul 2022 – present
American Society of Agricultural and Biological Engineers (ASABE)Member, US TAG TC 23/SC 7 and Committee MS-23/7, Harvest · Jul 2022 – present
American Society of Civil Engineers (ASCE)Member · Dec 2023 – Dec 2024
Project Management Institute (PMI)Member · Jan 2023 – Jan 2024 · North Carolina State University
Project Management Institute (PMI)Member · Apr 2022 – Apr 2023
American Society of Agricultural and Biological Engineers (ASABE)Member · Jun 2021 – Jun 2023 · North Carolina State University
“Pact to Mars”, NC State Biological and Agricultural EngineeringTeam leader · Jul 2022 – Dec 2022 · Plant Mars Challenge, Institute of Competition Sciences and Space Grant Consortium

Documents

LinkedIn profilelinkedin.com/in/yurivilla
Portafolio imagen77 field photographs on two sheets

Agent of change for a sustainable future.

At a glance

Selected projects

Overhaul test center

Excavators for a hydroelectric tunnel

Mining market forecast

News

Twenty years on job sites, mines and farms.

Agriculture machinery

Construction machinery

Underground & surface mining, demolition

Design, data science, AI & marketing

Leadership & management

Academy & research

Problems solved, with the numbers.

Applied AI for industry

AI market-intelligence tools

AI and big-data ecosystem

Run-off and overhaul test center

Construction machinery rental

Loyalty program for construction tools

BROKK demolition robots

New sales channels for compaction

Excavators for a hydroelectric tunnel

Automatic lubrication for hammers

Compactors at 4,500 m

Pedestal boom systems

JD 1175 rice combine validation

Mining market forecast

Project tracking dashboard

Python automation tools

3D visualization and promotional media

AI training courses

What I built in 2026, with the code behind it.

By the numbers

Products and systems

Self-hosted service ecosystem

Smart CPP data platform

Jarvis orchestrator and digital twin

Web Intelligence platform

SBTest review sandbox

PneuraCore ecosystem

HICAMS-DOT ecosystem

BIG4 marketing intelligence

GMaps lead generator

paper-harness

visual-harness

Pneura video creator

Live services

GitHub repositories

Research articles and theses.

Resume & career path.

Skills

Professional experience

Professional development

Crumpler Plastic Pipe, Inc.

North Carolina State University

Epiroc

Atlas Copco

IPESA

Education

Master of Science

Bachelor of Science

Certifications

Professional affiliations

Documents