Summary
Overview
Work History
Education
Skills
Languages
Accomplishments
Affiliations
Certification
Work Availability
Timeline
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Marco Martínez

Marco Martínez

Lima

Summary

Engineer with over 2 years in AI/ML development and full-stack engineering, specializing in scalable applications. Proficient in deep learning frameworks like TensorFlow and PyTorch, and skilled in full-stack technologies such as React, Node.js, and AWS. Experienced in designing AI solutions that enhance efficiency and sustainability through MLOps and Agile practices. Recognized for translating complex algorithms into business value and leading cross-functional teams.

Overview

3
3
years of professional experience
1
1
Certification

Work History

Quality Control Analyst

UNACEM
Villa María del Triunfo
05.2023 - Current
  • Developed an 85%-accurate ANN model in Python to predict cement strength, cutting lab testing time by 30%. Automated process optimization through Expert Systems, reducing clinker ratio by 0.5% and minimizing CO₂ emissions. Engineered Python data pipelines for over 10 million annual sensor and lab records, enabling real-time quality control.
  • Created Power BI dashboards for tracking emissions, energy use, and production KPIs, implemented plant-wide for strategic insights. Deployed ML models end-to-end, integrating them into production alongside engineering teams. Trained over 50 non-technical staff on AI/ML fundamentals, enhancing collaboration between data science and operations.
  • Streamlined R&D decisions through accelerated analysis and implementation of AI-driven solutions. Facilitated cross-functional leadership to maintain alignment between technical and operational objectives.

Process Engineer

ECOMPAL
Lurín
01.2023 - 03.2025
  • Process Design & Chemical Engineering Innovation. Designed an industrial-scale extraction-evaporation hybrid system, reducing equipment footprint by 40%, and energy use by 25% through integrated thermal optimization. Developed P&IDs and flowsheets for a rotenone extraction plant, standardizing designs for three future facilities.
  • Technical Communication and Compliance. Delivered English-language technical presentations to international clients on botanical extraction processes, securing over $2 million in contracts. Implemented an OSH-compliant safety program (SUNAFIL-approved), reducing workplace incidents by 60% through automated risk monitoring tools.

Junior Laboratory Analyst

SGS
Callao
09.2022 - 10.2022
  • Quality, Safety, and Environmental Compliance. Implemented continuous improvement protocols to enforce ISO-quality standards, achieving zero nonconformities in three audits.
    Executed daily safety briefings and established a near-miss reporting system, reducing lab incidents by 45%.
  • Laboratory Operations and Research. Operated 5+ analytical instruments (HPLC, spectrophotometers) for soil nutrient testing, improving test accuracy by 30% via calibration algorithms. Pioneered waste-reduction protocols that decreased hazardous chemical disposal by 35% while maintaining testing integrity.

Education

Computer Software Engineering - Computer Applications Development

Codeable
Lima, Perú
07-2026

Postgraduate Degree - Data Science

Universidad De Ingeniería Y Tecnología
Lima, Perú
02-2025

Bachelor of Science - Chemical Engineering

Universidad Nacional De Ingeniería
Lima, Perú
08-2022

Skills

  • Big data analytics and machine learning
  • Data modeling and analysis
  • Optimization strategies
  • Communication skills
  • Project leadership
  • Python coding
  • Natural language processing techniques
  • DevOps practices

Languages

Spanish
First Language
English
Proficient (C2)
C2
French
Elementary (A2)
A2

Accomplishments

    Research and thought leadership Academic Presentations & Outreach

    Presenter |EUBCE 2024 (Marseille, France) • Delivered peer-reviewed research on 'Temperature/Catalyst Optimization for Biodiesel Production from Waste Vegetable Oil' • Demonstrated 12% yield improvement through controlled reaction conditions, contributing to sustainable fuel innovation • Engaged with 50+ global researchers on circular economy solutions for bioenergy

Affiliations

Operations Team Member | AIChE Perú

  • AI Training Initiative: Spearheaded organizational restructuring to implement automated AI training system, boosting program efficiency by 40%
  • Strategic Partnerships: Established 5+ university-corporate alliances for high-impact tech projects
  • Professional Development: Organized 10+ webinars featuring 30+ international industry/academic speakers
  • Community Impact: Expanded AIChE's reach to 500+ engineering students through skill-building programs

Certification

  • Power BI Business Intelligence
    Developed interactive dashboards for executive decision-making and operational tracking
  • Advanced Excel for Business
    Created automated financial models and data analysis tools for enterprise use
  • Agile & Lean Project Management
    Led cross-functional teams to deliver complex projects on accelerated timelines
  • Machine Learning Applications
    Built predictive models to optimize business processes and maintenance schedules

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline

Quality Control Analyst

UNACEM
05.2023 - Current

Process Engineer

ECOMPAL
01.2023 - 03.2025

Junior Laboratory Analyst

SGS
09.2022 - 10.2022

Computer Software Engineering - Computer Applications Development

Codeable

Postgraduate Degree - Data Science

Universidad De Ingeniería Y Tecnología

Bachelor of Science - Chemical Engineering

Universidad Nacional De Ingeniería

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Marco Martínez