Mining · Data · Technology
Building data-driven mining operations.
Mining Engineer and Data Science professional specialized in integrated operations, industrial analytics and IT/OT integration.
Technologies & tools
- AVEVA PI System
- PI AF
- PI Vision
- PI Web API
- SCADA
- FMS / Dispatch
- Python
- PostgreSQL
- Scikit-learn
- Jupyter
- Docker
- FastAPI
- Power BI
- Azure
- Huawei Cloud
- MinePlan
- Deswik
- ArcGIS
Expertise
Mining Engineer and Computer Science graduate with 5+ years of experience in metal and non-metal mining, specialized in digital transformation, IT/OT integration and industrial data analytics.
Mining & Mine-to-Mill
Operational knowledge of the mining value chain, with experience evaluating and implementing technologies for mine, plant and integrated operations.
- Mine-to-Mill
- FMS / Dispatch
- Planning
- Geology
- Maintenance
- Integrated operations
Industrial data & IT/OT
Industrial data architectures and models connecting historians, operational systems and relational databases.
- AVEVA PI System
- PI AF
- PI Vision
- PI Web API
- PI SDK
- SCADA
- PostgreSQL
Data science & analytics
Advanced analytics and machine learning that turn operational data into business decisions.
- Python
- Scikit-learn
- Jupyter
- Machine Learning
- Root cause analysis
- Power BI
Digital transformation & projects
Evaluation, prioritization and delivery of technology initiatives focused on value, scalability and adoption.
- Portfolio
- Pre-feasibility
- Feasibility
- NPV / IRR / ROI
- SAFe
- Scrum
Professional experience
Southern Peru Copper Corporation
Integrated Operations Center (IOC) Supervisor
- Data and KPI governance across mine, concentrator, tailings, water, energy and costs.
- PI Asset Framework architecture and time-series integration with PostgreSQL.
- Machine learning and advanced analytics with Python, Scikit-learn, Jupyter and Docker; root cause analysis.
- KPI dashboards in PI Vision and an internal analytics platform with FastAPI, PI SDK and PI Web API.
Grupo UNACEM
Technology Business Analyst
- Technology transformation portfolio across 5+ countries; initiative prioritization and governance.
- GBS demand and operating models, with KPI and SLA tracking.
- Initiative planning through PI Planning and SAFe.
Minera Las Bambas (MMG)
Digital Mining Transformation Supervisor
–
Digital Mining Transformation Analyst
–
Junior Mining Digital Transformation Analyst
–
- Digital transformation in partnership with senior management; management of a portfolio of 151 improvement opportunities.
- Mine-to-Mill OT projects and Integrated Remote Operations Center (IROC) initiatives.
- Mining technology evaluation and pre-feasibility/feasibility studies using NPV, IRR, ROI and payback.
- Evaluation of cloud and on-premise infrastructure for technology initiatives.
Compañía Minera Raura
Occupational Health & Safety (OHS) and Technology Trainee
- Analysis of 45,000 SYSTEMMIN records with Power BI.
- React OHS management application covering 1,120 workers.
- 15+ web-based safety protocol assessments.
ASERCOMET
Project Engineering Assistant
–
Mining Engineering Intern
–
- Project planning and control for mining clients, including Greenfield and Brownfield projects.
- Industrial control systems and infrastructure/logistics support.
Tricon Global / TJ Goodman Inc.
International Exchange Student – Production Assistant
Results in context
- improvement opportunities managed
- 151
- Digital transformation portfolio at Las Bambas.
- project cost reduction
- 60%
- Project cost: USD 70K → USD 26K.
- records analyzed and cleaned
- 45K
- SYSTEMMIN 8.5, Compañía Minera Raura.
- workers covered by an OHS management application
- 1,120
- Compañía Minera Raura.
Awards & recognition
“The Linker” award — Linkminers
Performance recognition — MMG
60% reduction in the cost of one project.
Finalist, “The Linker” category — Linkminers
Performance recognition — MMG
Early Warning System study for a Tailings Storage Facility.
Featured work
Industrial Data Architecture
Design of industrial data structures and PI AF models to integrate operational information across the mining value chain.
- AVEVA PI System
- PI AF
- Industrial Data
- IT/OT
Mine-to-Mill Analytics
Integration and analysis of operational data to identify constraints, variability and improvement opportunities across mine and plant.
- Mine-to-Mill
- Analytics
- FMS
- Process Data
Integrated Operations Analytics Platform
Internal portal for consolidating and visualizing operational information through FastAPI and PI System integrations.
- FastAPI
- PI Web API
- PI SDK
- Python
Mining Equipment Delay Analytics
Analysis of equipment states and delays to evaluate their evolution and support operational performance control.
- PostgreSQL
- Python
- FMS
- Analytics
Education
Master’s in Data Science
Universidad Continental – Escuela de Posgrado
–In progress
Data Science and Artificial Intelligence Engineering
CIBERTEC
–In progress
ManageMentor – General Management & Strategy
Harvard Business School Online
Bachelor’s degree in Computer Science
Universidad Católica San Pablo
–Bachelor’s degree in Mining Engineering
Universidad Nacional de San Agustín
–Professional Specialization in Mining and Industrial Safety
Universidad Nacional de San Agustín
–
Insights
Technical notes on data architecture and mining operations.
Data Architecture for Mine-to-Mill Analytics
Integrate FMS, historian and relational data while preserving context, quality and traceability before building mine and plant analytics.
How to Structure PI Asset Framework for a Mining Operation
Design criteria for assets, templates and metadata in PI AF, keeping physical identity distinct from operational context and analytical calculations.