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inshraliaquat

Inshara

@inshraliaquat

Python Data Analyst Data Cleaning and ML Support

Pakistan
English, Urdu
About me
Hi, I’m Inshara, a Machine Learning Engineer and Software Engineering graduate. I help students, researchers, and startups clean and prepare their data, engineer features, and build Python-based machine learning models. I deliver clear, well-documented code and actionable results, making your data ready for analysis or predictive modeling. I focus on accuracy, reliability, and timely delivery to ensure your projects succeed.... Read more

Skills

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inshraliaquat
Inshara
Offline • 

See my services

Data Cleaning
I will clean and preprocess your research or ml dataset using python
From$15 / projectMore details

Work experience

Data Cleaning & Machine Learning Freelancer

remote • Freelance

Apr 2025 - Present • 1 yr 1 mo

Cleaned and structured messy datasets in Excel, Google Sheets, and CSV files Fixed common data issues including missing values, duplicates, formula errors, incorrect totals, and formatting problems Performed data preprocessing and feature preparation for machine learning tasks Built basic machine learning models (classification & regression) using Python and scikit-learn Evaluated model performance using accuracy, precision, recall, and confusion matrices Delivered clean datasets, reusable Python code, and clear explanations for clients and academic users Communicated with clients to understand requirements and ensure timely, accurate delivery