I will analyze industrial process data and create visualizations

India

I speak Hindi, Urdu, English

Process simulation and data analytics

I am a PhD Chemical Engineer and R&D professional specializing in process simulation, process optimization, industrial data analytics, and AI/ML-based process optimization. I work with Aspen Plus, Asp...
About this Gig

Do you have process data, laboratory results, experimental measurements, or Excel/CSV files that need professional analysis?

I provide Python-based data analytics for chemical engineering, industrial operations, laboratory experiments, energy systems, and process development.

SERVICES OFFERED

1. Data Preparation

  • Excel/CSV cleaning and formatting
  • Missing-value, duplicate, and outlier checks
  • Data validation and quality assessment

2. Exploratory Data Analysis

  • Descriptive statistics and correlation analysis
  • Distribution plots and time-series trends
  • Comparison of operating conditions

3. Industrial Process Analysis

  • Temperature, pressure, and flow trends
  • Feed/product composition analysis
  • Conversion, yield, and selectivity calculations
  • Impurity, product quality, energy consumption, and KPI analysis

4. Visualization and Reporting

  • Professional Python plots and heatmaps
  • Actual-versus-predicted plots, where applicable
  • Summary tables and technical interpretation

TOOLS: Python, Pandas, NumPy, Matplotlib, Jupyter Notebook, and Excel.

DELIVERABLES: Cleaned datasets, Python scripts/notebooks, visualizations, statistical summaries, and concise technical reports, depending on your package.

Technology:

Excel

•

Jupyter Notebook

•

MATLAB

•

Pandas

•

Other

Analysis type:

Quantitative analysis

•

Statistical analysis

Expertise:

Other

Programming language:

Python

•

MATLAB

Related tags