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lvvieira/README.md

Lucas Vasconcelos Vieira

Applied Industrial Data Scientist

Operational Analytics • Statistical Modeling • Industrial Process Optimization • Data Engineering • Decision Support Systems

Website LinkedIn Email WhatsApp


About Me

Applied Industrial Data Scientist with a Ph.D. in Agronomy (UNESP, Brazil) and an M.Sc. in Crop, Soil, and Environmental Sciences (University of Arkansas, USA), specializing in statistical modeling, operational analytics, and data-driven optimization of complex production systems.

My work focuses on diagnosing inefficiencies, identifying loss drivers, and improving industrial and operational processes through the integration of statistical modeling, data engineering, and applied analytics. I develop scalable analytical systems that transform operational data into measurable technical and financial outcomes, combining Python, R, SQL, and backend development experience to build automated models, analytical pipelines, monitoring frameworks, and decision-support solutions integrated into real operational workflows.


Core Competencies

  • Operational Analytics & Industrial Performance
  • Statistical & Predictive Modeling
  • Mass & Energy Balance Analysis
  • Industrial Process Optimization
  • Data Engineering & ETL/ELT Pipelines
  • Decision Support Systems
  • Machine Learning & Anomaly Detection
  • Geospatial Analytics & Remote Sensing
  • Experimental Design & Mixed Models
  • Data Integration & Backend Systems

Technical Stack

Programming & Analytics

Python • R • SQL • SAS • Bash/Shell

Data Engineering & Infrastructure

Apache Spark • Hadoop • APIs • ETL/ELT Pipelines

Databases

PostgreSQL/PostGIS • MySQL • SQLite • MongoDB

Backend & Web

Django • Flask • Node.js • Nginx • Apache

Geospatial & Visualization

GIS • Remote Sensing • GeoPandas • Rasterio • Power BI

Environment & Tools

Linux • Git • LaTeX


Professional Domains

Industrial & Operational Analytics

Operational Efficiency • KPI Monitoring • Process Optimization • Energy Systems Analytics • Operational Performance Analysis

Statistical Modeling

Mixed Models (LMM/GLMM) • Regression Modeling • Experimental Design • Time Series Analysis • Multivariate Analysis

Data Engineering

Data Integration • Backend Systems • APIs • Data Quality & Validation • Automated Analytical Pipelines

Geospatial & Environmental Systems

Geospatial Analytics • Spatial Data Engineering • Environmental Monitoring • Land Use Analytics • Remote Sensing


Education

BS in Data Science and Information Technology

Virtual University of the State of São Paulo (UNIVESP)
Applied Predictive Analytics

PhD in Agronomy

São Paulo State University (UNESP)
Statistical Modeling

MSc in Crop, Soil, and Environmental Sciences

University of Arkansas (UARK)
Crop Systems and Nutrient Management

BS in Biology

Vale do Acaraú State University (UVA)
Sustainable Agricultural Systems


Languages

  • Portuguese — Native
  • English — Fluent

Building analytical systems for industrial operations, energy systems, and large-scale decision-making.

Pinned Loading

  1. vim vim Public

    Vim Script

  2. zsh zsh Public

    Shell

  3. emailwiz emailwiz Public

    Forked from LukeSmithxyz/emailwiz

    Script that installs/configures a Dovecot, Postfix, Spam Assassin, OpenDKIM Debian web server

    Shell

  4. transacoes-backup-recovery transacoes-backup-recovery Public

    Shell