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I will do expert python data cleaning, preprocessing, and automation
Engineering Your Business Edge With Custom AI Agents And ML Solutions
I am an ML/AI Engineer & MBA specializing in the convergence of technical engineering and business transformation. I don't just write code; I build production-ready AI systems designed to give your bu...
About this Gig
Stop struggling with messy data and broken workflows. Whether you have inconsistent formats, missing values, or complex duplicates, I will transform your raw data into a clean, AI-ready asset.
As a Senior Machine Learning Engineer and MBA, I provide high-integrity data preprocessing and Python automation that ensures your datasets are structurally sound for analysis, modeling, or business reporting.
What I offer:
- Data Cleaning & Scrubbing: Handling missing values, duplicates, and outliers using Pandas and NumPy.
- Data Preprocessing for AI: Standardizing, normalizing, and encoding data for Machine Learning pipelines.
- Automated Python Scripts: I will build Python automation scripts to clean your recurring data files (Excel/CSV/JSON) in seconds.
- Complex Merging: Combining multiple data sources into a single, high-fidelity master dataset.
- ETL & Data Engineering: Basic ETL pipelines to move and clean data between systems.
Why choose an ML Engineer?
- Scalable Code: I write professional, documented Python scripts that you can reuse.
- Business Context: My MBA background ensures your data supports your ROI and decision-making goals.
Let's automate your data headaches.
My Portfolio
FAQ
What file formats do you work with?
I handle all major data formats including CSV, Excel (XLSX), JSON, SQL, and Google Sheets. I also specialize in Web Scraping data cleanup and converting unstructured JSON to CSV for easy analysis. If your data is in a complex format, I can build a custom Python script to standardize it.
Will you provide the Python source code (script)?
Yes. I provide clean, documented Python source code and Jupyter Notebooks (.ipynb). This ensures your Data Pipeline is transparent and reusable. Providing the script is standard for my Data Engineering workflow, allowing you to maintain your own Automation long-term.
Can you handle large datasets with millions of rows?
Absolutely. While Excel has limits, I use Pandas, NumPy, and Dask to perform Large-scale Data Processing. Whether you need Data Wrangling for a small file or Big Data cleaning for millions of rows, my Python scripts are optimized for speed and memory efficiency.
Can you prepare my data for Machine Learning?
Yes. This is my specialty as an ML Engineer. I perform Data Preprocessing specifically for Model Training, including Feature Scaling, One-Hot Encoding, and handling Missing Values. I ensure your dataset is AI-ready and structurally perfect for Scikit-learn, TensorFlow, or ChatGPT analysis.
Can you automate my recurring data tasks?
Yes. I can create a Python Automation tool or a Data Pipeline that cleans your messy files automatically. Instead of manual work, you’ll have an Automated Workflow that handles Data Transformation in seconds. This is the best ROI for businesses looking for Digital Transformation.
