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Justine HenriquesJH

Justine Henriques

Process Engineer · Data · Digitalization

€760/day
Lyon, FR
8-15 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Justine

I help manufacturers leverage their data to improve the performance and profitability of their processes.

My strength: a dual expertise in process engineering and data science, allowing me to analyze both field challenges and data potential.

For 6 years, I have been involved in the process industry on projects such as:
→ Decision support for reagent selection & validation of raw material consumption data on a reaction process (chemical industry)
→ Analysis of the influence of operating parameters on the yield of a biomass boiler and recommendations (energy production)
→ Modeling and real-time monitoring of continuous industrial crystallizers for operational guidance (food industry)

Here are the areas in which I intervene:
Defining the scope of digitalization projects
Identifying business needs, prioritizing use cases, roadmap

Data centralization, contextualization, and validation
Automated collection, data cleaning, sensor anomaly handling

Industrial process modeling and simulation
Mass and energy balances, equipment modeling (crystallizers, reactors, heat exchangers, ...), migration of Excel/VBA/MatLab models to Python

Performance monitoring
Real-time dashboards, automated reporting, operational guidance

Process optimization
Identifying improvement levers, recommendations

Team upskilling
Training, workshops, documentation, post-deployment support

Support missions (studies, development) or integrated services, depending on project needs.

My approach adapts to the digital maturity level of each site and its operational constraints. I offer an initial diagnostic discussion to define your needs before any intervention.
  • French

    Native or bilingual

  • English

    Fluent

Can work on-site
Lyon (up to 50km), Lille (up to 50km), Strasbourg (up to 50km), Paris (up to 50km), Rouen (up to 50km)

Experience

  • Butachimie
    Data Process / Industrial Digitalization Consultant
    CHEMICAL
    June 2025 - Today (1 year)
    Mulhouse, France
    Mission carried out on-site in Chalampé.

    🟪 Data Analysis & Valorization → Design of dashboards, advanced analyses, and process modeling to transform information into KPIs.
    🟪 Structuring & Documentation → Writing user guides, formalizing needs, best practices for sustainable adoption.
    🟪 Project Management & Coordination → Planning, meeting facilitation, use case piloting.
    Seeq Microsoft Power BI Python Data Analysis Data Validation
  • INEVO
    Data Process Consultant
    CHEMICAL
    January 2025 - June 2025 (5 months)
    Lyon, France
    INEVO (End client: chemical industry)

    🎯Project Objective
    • Optimize the production yield of a chemical plant by identifying critical operating conditions
    • Provide field teams with tools to monitor and optimize yield.

    🔧Missions Performed
    ✔ Needs analysis and scoping
    ▪ Understanding business needs
    ▪ Clarifying performance objectives and indicators to track

    ✔ Industrial Data Validation & Enrichment
    ▪ Detection and analysis of data anomalies (outliers, sensor inconsistencies, etc.)
    ▪ Automated correction via Python and/or OIAnalytics configuration
    ▪ Reconstruction of missing data from business calculations

    ✔ Real-time Monitoring & Performance Visualization
    ▪ Design of dashboards in OIAnalytics to monitor raw material consumption in real-time
    ▪ Adaptation of visualizations to field team usage

    ✔ Production Yield Analysis and Optimization
    ▪ Analysis of operating conditions influencing yield
    ▪ Recommendations for industrial performance optimization

    📊Results Achieved
    ▪ Validated and usable raw material consumption data.
    ▪ Operational dashboards tailored to user needs.
    ▪ Decision support matrix for reagent selection.

    🧰Tools
    OIAnalytics · Python · Office 365
    Python OIAnalytics Data Analysis Data Validation Scientific Computing
  • ForTech Conseil
    Digitalization Consultant for Industry
    CHEMICAL
    January 2025 - Today (1 year and 5 months)
    Lyon, France
    Defining the Scope of Digitalization Projects
    ▪ Assessment of companies' current digitalization level.
    ▪ Identification of improvement areas and operational needs
    ▪ Development of a strategic roadmap towards Industry 4.0.

    Centralization and Validation of Industrial Data
    ▪ Implementation of systems to collect, clean, and structure industrial data.
    ▪ Data validation to ensure their quality and accuracy.

    Process Modeling and Simulation
    ▪ Creation of tailor-made models for industrial processes: Mass and energy balances, Chemical reaction modeling, etc.
    ▪ Migration and modernization of existing models (Excel, VBA, MatLab, etc.) to Python.

    Real-time Monitoring
    ▪ Automated reporting, increasing time available for high-value-added tasks.
    ▪ Visualization of key performance indicators (KPIs) for faster decision-making.

    Industrial Performance Analysis and Optimization
    ▪ Optimization of process operating conditions to maximize facility efficiency.
    ▪ In-depth data analysis to optimize industrial performance indicators (KPIs).

    Team Support and Training
    ▪ Training teams to upskill and leverage implemented digital solutions.
    Python Process Engineering Data Analysis KPI Definition and Monitoring Industrial Data Validation

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Education

  • CIFRE PhD Thesis
    University of Limoges
    2019
  • Chemical Engineering Degree
    ENSIACET, Toulouse
    2015

Certifications

Skill set

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