Matthew Mechtly

Co-Founder

North Liberty, Iowa, United States11 yrs 3 mos experience

Key Highlights

Led analytics-driven marketing strategy to achieve 7-figure valuation.
Developed production modeling software saving $10 million.
Invented a patent-pending manufacturing process for sustainability.

Stackforce AI infers this person is a Data Scientist with a focus on AI and analytics in the energy sector.

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Skills

Other Skills

Microsoft OfficeMicrosoft ExcelRVisual Basic for Applications (VBA)Data AnalyticsEconomic EvaluationAnalytic Problem SolvingReservoir EngineeringPortfolio OptimizationDecision TreesEngineeringPetroleum EngineeringDrillingReservoir ManagementUpstream

About

I help organizations identify and evaluate AI-related opportunities ----->>> Then I help them create and deliver valuable, full-stack solutions using data. Technical Skills: * Python (NumPy, pandas, Streamlit, Plotly, scikit-learn, PyTorch, Keras, statsmodels, boto3, etc.) * SQL * Artificial Intelligence / Machine learning / Statistical algorithms (e.g. random forest, XGBoost, CatBoost, logistic regression, parametric regression, non-parametric regression, k-means, k-NN, naïve Bayes, support vector machine, neural networks, Bayesian inference, etc.) * Time series analysis (time series segmentation, feature extraction, forecasting, classification, regression, Sktime, TSfresh, Darts, etc.) * Imbalanced Learning * MLOps * AWS * Deep learning (CNNs, GANs, autoencoders, etc.) * Strong software development skills (e.g. Git, Infrastructure as Code, CI / CD, testing, monitoring, alerting, infrastructure, architecture, etc.) * Machine Learning design patterns * Pricing optimization

Experience

Molex

2 roles

Senior Data Scientist

Promoted

Sep 2024 – Present · 1 yr 6 mos

Data Scientist

Aug 2023 – Aug 2024 · 1 yr

Onpoint - a koch engineered solutions company

Data Scientist

Apr 2022 – Aug 2023 · 1 yr 4 mos · United States

Grain4grain

2 roles

Co-Founder and COO

Mar 2020 – Apr 2022 · 2 yrs 1 mo

Led team to 7-figure valuation
Created and transitioned company from $0 in revenue to hundreds of thousands of dollars in revenue via analytics-driven marketing
Invented patent-pending spent-grain manufacturing process
Evaluated electrical requirements for facility and managed successful installation of high voltage equipment
Donated 3k+ pounds of flour to local food banks
Upcycled 150k+ pounds of beer waste into flour
Developed award-winning pancake recipe

Co-Founder and COO

Jun 2018 – Mar 2020 · 1 yr 9 mos

Co-led the development of new technologies and operation of production facilities.

Apache corporation

8 roles

Data Scientist II

Promoted

Jun 2018 – Mar 2020 · 1 yr 9 mos

Developed Dash application in Python to enable decision makers to quickly model various production scenarios for a 75 trillion cubic foot gas field. Identified scheduling efficiencies resulting in $10 million of savings. This software employed SQL to query information from multiple databases.
Created Airflow acyclic graph for task automation to stage various user and corporate data into application database, improving productive time spent in critical project management application.
Developed Python program to scrape data from third-party documents, perform quality control, and centralize extracted data within a relational database.
Employed random forest algorithm to improve the accuracy of classifying invoices and routing them to the appropriate business group.
Visualized mission-critical information in BI dashboards to effectively communicate to decision-makers.

Data Scientist I

Promoted

Jun 2017 – Jun 2018 · 1 yr

Regularly employed SQL in order to extract and aggregate data necessary for other Python, R, and analytics tools.
Developed Python program to automatically flag exceptions and email decision-makers, leading to improved time-management.
Developed analytics dashboard to better show production exceptions, thereby enhancing decision-making.
Developed R program to automate transfer of production data from network files (CSV, xlsx) into a relational database.
Developed R dashboard to provide production visualization and interactive oil & natural gas production forecasting workflow.
Created Python program to automate transfer of frac-related data from various network files into a relational database.

Field Engineer (Production)

Jan 2017 – Jun 2017 · 5 mos

Oversaw operations and maintained safe working environment on production logging operations.
Managed the field inventorying of assets ultimately sold for $202 million.

Decision Engineer I

Jul 2016 – Jan 2017 · 6 mos

Developed R programs to perform automated data quality control of a corporate project database.
Applied Bayesian inferential techniques to simulate natural gas field development.

Reservoir Engineer I

Jan 2016 – Jul 2016 · 6 mos

Created economically optimal extraction plan using numerical modeling.
Applied kriging interpolation to map most productive portions of geologic formation, in order to better inform development and capital allocation plan.
Evaluated and made recommendations to management pertaining to hundreds of millions of dollars worth of assets.

Drilling Engineer I

Jun 2015 – Jan 2016 · 7 mos

Applied parametric regression to accounting data, resulting in the identification of $350k+ of third-party overcharges.
Presented technical analysis at the Apache Technical Forum (ATF).