Francisco Donoso

Industrial & Systems Engineer and Data Scientist dedicated to optimizing complex processes and building data-driven solutions. I apply advanced analytics and robust engineering methodologies to enhance efficiency and solve critical challenges, with experience in CPG, healthcare, and distributed computing.

About Me

Hello! I'm Francisco Donoso, a results-oriented Industrial and Systems Engineer with a Master's degree focused on Data Science. I specialize in dissecting complex challenges and architecting efficient, data-informed solutions. My background combines rigorous engineering principles with advanced data analytics to drive process optimization, enhance decision-making, and foster innovation.

My experience spans diverse industries, including CPG at Bimbo Bakeries USA, where I've led process improvement initiatives, and research in distributed machine learning. I am passionate about leveraging technology to create tangible value and am Native in English and Spanish.

Core Competencies:

  • Process Optimization & Automation (VBA, Python)
  • Machine Learning & Predictive Modeling
  • Data Mining, Transformation & KPI Tracking
  • Lean Methodologies & Six Sigma
  • Root Cause Analysis & Problem Solving
  • Data Modeling & Analytics (SQL, PowerBI, Tableau)
  • Cross-functional Team Leadership
  • Version Control (Git/GitHub)

Technical Skills Snapshot:

Python (Pandas, NumPy, Scikit-learn) R SQL (PostgreSQL) VBA Java C/C++ MATLAB LabVIEW PowerBI Tableau Apache Spark (PySpark, SparkR) AWS Microsoft Azure Simio Minitab Selenium Hadoop Git/GitHub Microsoft Office Solidworks Adobe Photoshop IDEF0 IDEF3
Francisco Donoso - Professional Headshot

Leadership & Organizations

  • Institute of Industrial and Systems Engineers (IISE)
  • Alpha Pi Mu – Industrial Engineering Honor Society
  • Tau Beta Pi – National Engineering Honor Society

Professional Experience

Change Architect (Process Improvement Supervisor)

Bimbo Bakeries USA | Aug 2022 - Mar 2025 | Multiple Locations

  • Developed Python-based automation tools (e.g., NLP parsing of ops reports), saving 50+ hours monthly in data mining, reporting, and KPI tracking.
  • Led cross functional root cause problem solving teams to analyze and find solutions to reoccurring issues in production, maintenance, and food quality across multiple locations.
  • Created, maintained and distributed PowerBI reports and dashboards across multiple departments to track KPIs.
  • Managed rollout of operational excellence projects across 4+ locations simultaneously, managing project schedule and coaching local teams.
Lean, Six Sigma, Python, VBA, PowerBI, NLP, Data Analysis, Process Improvement

Researcher (Distributed Machine Learning)

Texas A&M University, Networked Multiagent Systems Laboratory | Oct 2019 - Aug 2022 | College Station, TX

  • Managed, cleaned, and transformed sets of raw sensor data containing 1M+ observations collected from users of a motion tracking device to build activity prediction models.
  • Designed and built KNN, Tree, and SVM based prediction models that achieved over 71% activity prediction accuracy.
  • Performed multiple types of cross validation to verify models and perform parameter tuning.
  • Maintained web repository current with data sets, reports, and code files to facilitate sharing findings, peer review, and discussion.
Python, Machine Learning (KNN, SVM, Tree), Data Cleaning, Cross-Validation, Git

Lean Engineering Project

VTI of Texas, Inc. | Aug 2019 - Sep 2019 | College Station, TX

  • Developed new inventory storage system that increased productivity, avoided conflicts, and reduced overall lead time.
  • Redesigned machine layout to minimize operator crossing paths, maximize available space and reduce travel time.
  • Created employee training program which reduced training time for new employees by 30%.
Lean Manufacturing, Process Improvement, Inventory Management, Layout Design, Training

Teaching Assistant

Texas A&M University, Dept. of Industrial Engineering | Jan 2019 - Aug 2022 | College Station, TX

  • Aided in the instruction of courses centered on data analysis, advanced excel, economic analysis, statistics, and visual basic programing at undergraduate and graduate level.
  • Held weekly laboratory, class sessions and office hours.
  • Responsible for the evaluation and grading of laboratories, assignments, quizzes, and exams.
Teaching, Data Analysis, Excel, Statistics, Visual Basic

Logistics Intern

Ecoline Inc. | May 2017 - Aug 2017 | Long Island City, NY

  • Analyzed inventory and past project data to calculate EOQ which was used to find the optimal re-order point and quantity to minimize total costs.
  • Utilized standard QFD methods to implement Houses of Quality to projects in order to better understand customer needs and achieved a 30% increase in customer satisfaction.
  • Participated in creation and implementation of a preventive maintenance schedule to ensure optimal equipment operation and minimize downtime by over 10%.
  • Rewrote outdated proprietary programs created using Lotus123 to Microsoft Excel using VBA.
Logistics, Inventory Management, QFD, VBA, Excel, Preventive Maintenance

Key Projects

Epidemic Modeling Project Thumbnail

Master Thesis: Epidemic Modeling & Prediction

Developed predictive ML models (75%+ accuracy) using mobility/demographic data for pandemic state analysis (Covid-19 focus). Gathered/prepared infection data, created big data sets, and built models from linear to neural networks.

Texas A&M University | Oct 2020 - Aug/Dec 2022

PythonMachine LearningBig DataHealthcare AnalyticsNeural NetworksTime Series
Lean Engineering Project Thumbnail

Project 2

Description.

Lean ManufacturingProcess ImprovementInventory ManagementLayout DesignTraining

Education & Certifications

Master of Business Administration

New England College | July 2025 - Present | Henniker, NH

Master of Science in Industrial and Systems Engineering

Texas A&M University, Dwight Look College of Engineering | Jan 2021 - Aug 2022 | College Station, TX

Focus: Data Science

Bachelor of Science in Industrial and Systems Engineering

Texas A&M University, Dwight Look College of Engineering | Aug 2017 - Dec 2020 | College Station, TX

Minor: Computer Science

Certifications

Azure AI Fundamentals AI-900 - Microsoft

Six-Sigma Green Belt - IISE

Lean Green Belt - IISE

Python 3 Programming Specialization - University of Michigan

Database Design & Basic PostgreSQL - University of Michigan

Get In Touch

Resume

You can download my full resume here:

Download Resume