I will build nlp and machine learning models for your business data

You have text, support tickets or sales history, but nobody has time to read it or predict from it. I clean your data, build a simple baseline first, then a stronger model, and show you honestly which one works better.

What I build:

Text and intent classification, such as sorting messages by topic or urgency

Sales or demand forecasts from CSV or Excel history

Data cleaning, EDA and feature engineering

A results report with the error stated next to a simple baseline

A FastAPI endpoint so other tools can use the model

LLM fine-tuning on request, where it suits your task

How it works:

1. You share a CSV or Excel file, or exported text.

2. I clean it, test a baseline and a stronger model, and compare them.

3. You get the model, the report, the source code and short instructions.

Built with Python, Pandas, NumPy, scikit-learn, XGBoost and CatBoost. My portfolio includes a Kaggle ensemble project and the data analysis module of my live AI platform, Hero's AI.

No model is right every time, and I will show you where it fails. Message me before ordering with your goal and a small sample file.