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Omirefa Fareed Bright

@omirefafareedbright

Senior AI data specialist at Optimized Process Designs LLC who cut calculation-review turnaround by automating Python validation.

United States

Message

At Optimized Process Designs LLC, I evaluate AI-generated responses to STEM engineering prompts, flagging flawed reasoning and unclear calculations. I also write step-by-step reference solutions for engineering problems.

I cut calculation-review turnaround by about 34% by automating recurring validation steps in Python and Jupyter. I build validation notebooks to check simulation outputs, mass and energy balances, and equation assumptions.

Earlier at Optimized Process Designs LLC, I automated classification of tagged process records and implemented numerical routines for engineering calculations. At Shell Technology LTD, I built financial models and wrote scripts for time-series analysis and risk modeling.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Data and Quantitative Analysis Specialist

Current

Optimized Process Designs LLC

Jan 2022 - Present (4 years 9 months)

Evaluates AI-generated responses to STEM engineering prompts, flagging incorrect reasoning and unclear calculations. Automates validation steps in Python and Jupyter, cutting calculation-review turnaround by about 34%.

Python NumPy Pandas Scipy Jupyter LLM Evaluation Data Annotation Statistical Modeling Monte Carlo Simulations Engineering Analysis

Quantitative Data Analyst

Optimized Process Designs LLC

Jan 2018 - Dec 2022 (4 years 11 months)

Reduced manual triage by roughly 41% by automating classification of tagged process records. Designed algorithms to compare calculated values with engineering rules to surface subtle assumption errors.

Python scikit learn Data Classification Algorithm Design Jupyter SQL Anomaly Detection

Scientific Computing Analyst

Optimized Process Designs LLC

Jan 2013 - Dec 2018 (5 years 11 months)

Implemented MATLAB and Python numerical routines for pressure-drop, flow, and equipment-sizing calculations. Reconciled engineering records with PostgreSQL and SQLite and built quality-review templates.

Matlab Python Numerical Analysis PostgreSQL SQLite Engineering Calculations Quality Assurance

Financial Quantitative Analyst

Shell Technology LTD

Jan 2008 - Dec 2013 (5 years 11 months)

Built financial models for cash-flow analysis, forecasting, and scenario planning. Wrote Python and R scripts for time-series analysis, risk modeling, and reconciliation with statistical outlier checks.

Python R Financial Modeling Time Series Analysis Risk Modeling Statistical Analysis