I will build machine learning model with statistical validation

Pakistan

I speak English

71 orders completed

Quality comes at a cost!

Data Scientist & AI Automation specialist with 5+ years of experience and an MSc in Data Science (University of South Wales, UK). I build rigorous ML pipelines EDA, hypothesis testing, regression, cl...
About this Gig

Before building any model, you need to understand your data. I provide thorough EDA that uncovers what's really in your dataset patterns, anomalies, relationships, and data quality issues.


WHAT I COVER:

Data cleaning (missing values, duplicates, type errors, outliers)

Distribution analysis for every key variable

Correlation matrices and pairplots

Class imbalance detection

Feature-target relationship analysis

Time-based trends (if applicable)

Business-ready visualisations (Matplotlib / Seaborn / Power BI)


DELIVERABLES:

Jupyter Notebook with full walkthrough

1020 clean, labelled plots

Written summary of findings and recommendations

CSV of cleaned dataset

Expertise:

Image processing

Feature learning

Classification

Programming language:

Python

R

MATLAB

Colab

Frameworks:

Scikit-learn

DeepPy

Google ML Kit

PyTorch

Panda

APIs:

Microsoft Computer Vision AI

Amazon Rekognition

Tools:

Jupyter Notebook

OpenCV

OpenNN

TensorFlow

MLflow

Colab

My Portfolio