S-curve: plan against actual
Planned and executed cumulative progress on one axis, with the gap visible at every data date and the forecast to completion.
Decision: do we accelerate, re-plan, or accept the delay?
Licensed Engineer CIP 258814 · Head of Data Management
I know the data from where it is created
I am Jhon Campos Aguirre, a licensed Industrial and Mining Engineer. I spent seven years inside mining operations running project controls — Buenaventura, Besalco – Stracon, Minsur, Chinalco — and today I am Head of Data Management at Jebi, an AI company serving mines on three continents. I lead three annotation teams, 45 people across India and Peru, labelling 105,000 images a month to train computer vision models.
Trujillo, Peru
Available worldwide, remote
Contract and project work
If you are assessing my profile
Career and education
Head of Data Management at an AI company for mining, seven prior years of project controls inside operations, two engineering degrees and two master's degrees.
See career If you need something solvedServices and deliverables
Data governance, schedules you can actually manage, dashboards ready for the board and contractual schedule review. Full project or one-off engagement.
See servicesManaging projects and contractors in demanding environments
BuenaventuraBesalco · StraconMinsur
ChinalcoVolcanBoroo
What management receives
The artefacts I work with
Project control is not demonstrated with adjectives. These are the artefacts I produce every week and, above all, the decision each one enables.
Schedule with critical path
Primavera P6 structure with WBS, logic, resources and version control. The critical path in blue; everything else has float and can wait.
Decision: where do we put the extra crew so it actually counts?
PPC and constraints
Weekly plan compliance under Last Planner, with the four-week Look Ahead and the constraints blocking what was committed.
Decision: which constraint must be cleared this week, and by whom?
Sample visualisations using illustrative data. Each project's dashboards are built on its own information and under the applicable confidentiality agreements.
Selected work
A few concrete engagements
Outside full-time roles, these give an idea of the kind of problem I tend to solve.
SUNASS · Public sector
Open the dashboard
Regulatory Benchmarking of Water Utilities
Interactive Power BI dashboard for Peru's National Water and Sanitation Regulator, publishing the regulatory benchmarking results of the country's water and sanitation utilities. It is hosted on the Peruvian Government platform and openly accessible on gob.pe.
Besalco · Mining tenders
Under confidentiality
P6 schedules and technical-commercial proposal
Primavera P6 schedules for competitive tender processes and contribution to the technical and commercial proposal submitted to Antamina and other mining operations.
Profile
Real control, not pretty slides
I move between the field, contractors and management. That position is what lets the schedule reflect what is actually happening on site, and lets the report that reaches the board hold up when somebody asks where the number came from.
End-to-end planning and control: schedule, cost, progress, constraints and productivity.
Decision-oriented dashboards: early warnings, gaps and forecast, not just history.
Data governance: a single source of truth, version control and follow-up routines.
Contractual focus: substantiation, milestones, evidence and clarity for formal correspondence.
7+Years of experience
2Master's degrees
45People led
105kImages / month
Tools
Primavera P6Power BI · DAX
ExcelSQL
MS ProjectPython
TableauSAP B1
Methodologies
EVM · SPI/CPINEC 3 (A and B)
AACEDCMA
Last PlannerPMI
Career
Where I have exercised control
From field supervision to corporate project controls, always with the schedule and the data as the central tool.
Head of Data Management
MAR 2026 — PRESENTJebi · Artificial intelligence for mining
- I lead three annotation teams — 45 people, two in India and one in Peru — processing 105,000 images a month, the company's primary data source.
- Data governance: a single source of truth for product, operations and customers.
- Annotation standards, quality control and lineage for the datasets feeding the computer vision models.
- Data architecture to scale across mining operations on three continents.
- Business analytics and reporting for executive leadership.
Project Controls Engineer
JUL 2025 — MAR 2026Compañía de Minas Buenaventura
- Planning, monitoring and control against scope, cost, schedule and quality.
- Primavera P6 schedules integrating progress and cost.
- KPIs, predictive models and dynamic Power BI reports for decision making.
Planning and Project Controls Engineer
OCT 2023 — JUN 2025Besalco – Stracon Consortium
- Managed projects under NEC 3 contracts (Options A and B).
- EVM (SPI, CPI), four-week Look Ahead and PPC sustained above 90%.
- Forensic schedule analysis under AACE practices (IAP, TIA, APAB, CPA).
- P6 schedules for tenders and the technical-commercial proposal for Antamina and other mines.
Planning and Project Controls Engineer
APR 2023 — SEP 2023Pevoex Contratistas – Minsur, San Rafael Mine
- Earthworks, civil works and mine portal closure.
- S-curves, manpower, SPI/CPI and resource control.
- Last Planner: Three Week Look Ahead and weekly PPC.
Planning and Project Controls Engineer
SEP 2022 — DEC 2022CIEMS SQB – Boroo Mining
- Budgets, cost estimating and progress control against the works schedule.
- Constraints and mitigation alternatives for schedule impact.
Planning and Project Controls Engineer
JUN 2022 — AUG 2022Open World Mining – Volcan, Ticlio Mine
Project Consultant and IT Coordinator
FEB 2021 — OCT 2021Expertia Capital Group
Project Controls Supervisor
SEP 2018 — JAN 2021Open World Mining – Chinalco Peru
- Progress and production control in drilling and earthmoving projects.
- Weekly production indicators presented in Power BI to management.
Education
Project management and technology
Two engineering degrees plus two master's degrees: the combination that allows me to understand the mining operation and, at the same time, build the data layer that controls it.
Master in Project Management
ESAN Graduate School of Business
Graduate · PMI
M.Sc. in Educational Informatics and Information Technology
Universidad Católica de Trujillo
Graduate · Data
B.Sc. Industrial Engineering
Universidad Privada del Norte
Licensed · CIP 258814
B.Sc. Mining Engineering
Universidad Privada del Norte
Undergraduate · Mining
Services
Where I can step in
Full project or one-off engagement, depending on what you need solved. I work remotely for any country and on site when the scope justifies it.
Data governance and management
- A single source of truth: model, ownership and lineage of the data.
- Annotation standards and quality control for training datasets.
- Leading distributed and offshore data teams, with productivity and quality metrics.
Project Controls
- P6 schedules: WBS, logic, resources, progress and version control.
- Look Ahead, constraints and PPC with actionable follow-up.
- EVM and forecast: SPI/CPI, trends and early warnings.
Power BI and analytics
- KPIs for progress, productivity, cost, constraints and commitments.
- Data models and DAX built for the board, not for the archive.
- Weekly and monthly reporting ready to act on.
Contractual and schedule review
- Schedule quality: constraints, float and logic consistency.
- Technical substantiation for milestones, evidence and formal correspondence.
- Review under AACE recommended practices and DCMA standards.
Contact
Shall we talk?
Tell me the context — project, need, objective — and I will come back with the best route and, where it applies, a proposal by scope.
+51 978 750 498
Trujillo, Peru · GMT-5
jhoncampos.com