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I will do data cleaning and preprocessing
AI Engineer : Machine Learning , Gen AI , Optimisation
Hi! Got a problem you need solved? I can help you predict sales, automate tasks, build AI chatbots, or reduce business costs.
I specialize in Machine Learning, Generative AI, and Optimization, helpin...
About this Gig
Are messy spreadsheets stopping you from training your ML models?
Unstructured delivery logs, inconsistent warehouse records, and missing inventory values will ruin your Machine Learning accuracy. I help logistics businesses and data teams transform raw, chaotic operational data into clean, ML-ready datasets.
What I can do for your logistics data:
- Data Cleaning: Fix missing values, duplicate entries, incorrect formats, and anomalies in delivery or inventory records.
- Feature Engineering: Create meaningful variables (e.g., lead times, transit delays, stock turnover rates).
- Categorical Encoding: Convert text data (shipping zones, carrier names, status codes) into ML-compatible numeric formats.
- Data Structuring & Merging: Combine multiple spreadsheets/sources into a single, unified dataset.
What you will receive:
- A clean, structured dataset ready for your ML/AI pipelines (CSV, Excel, Parquet).
- An summary report of data health and changes made.
- (Optional) Clean Python script (Pandas/Scikit-Learn) for automated preprocessing.
Tools I use: Python, Pandas, NumPy, Scikit-Learn.
Message me before placing an order so we can discuss your dataset size and specific goals!
My Portfolio
FAQ
What file formats do you accept?
CSV, Excel (.xlsx, .xls), JSON, Parquet, and most tabular formats. Just send me your file and I'll confirm.
What does "ML-ready" mean?
Your dataset will be ready to feed directly into a Machine Learning model: clean values, encoded categories, normalized features, and no missing data.
Do I get the Python code?
Yes! Every order includes the fully commented Python script (pandas, numpy, scikit-learn) so you can reproduce the process yourself.
How do you handle my data privacy?
Your data is 100% confidential. I never share, store, or reuse your files. I can sign an NDA if needed.
Can you handle large logistics datasets?
Yes, up to 1 million rows depending on the package. Contact me first for datasets over 100,000 rows.
