Aspiring Machine Learning Engineer

Amani
White

Amani White

Data Analyst specialising in reporting, analytics and visualisation. Currently building expertise in machine learning, AI systems and predictive modelling.

About Me

Models built with
rigour & efficiency.

After years of turning raw data into dashboards, reports and actionable insights, I started asking: what if the data could make the decisions itself? That curiosity is what pulled me into machine learning.

I am currently a Data Analyst, specialising in Reporting and Data Visualisation. Driven by an intense curiosity about the future of AI and Technology, I am transitioning into becoming a Machine Learning Engineer.

Current focus: Machine Learning Engineering. When I'm not developing my skills and training models, you'll find me going for a run or exploring some city.

Frameworks

Scikit-learn

Cloud/Ops

Azure

Languages

Python, SQL, Clickhouse SQL

Data

Pandas, NumPy

My Journey

The Road to ML Engineering

2022 - 2023

Data Analytics Foundations

Started the Google Data Analytics Professional course in Dec 2022. Landed my first data role at XCM in Mar 2023.

2023 - 2026

Data Analyst

Building expertise in reporting, data visualisation and analytics. Working with Python, SQL and BI tools day to day.

Apr - Jun 2026

Machine Learning Training

Completed the Codecademy ML Engineer path. Deep-dived into ML fundamentals, statistical modelling and scikit-learn.

Now

Building ML Projects

Practising and applying ML skills to real-world projects, building an end-to-end portfolio.

Future

Machine Learning Engineer

Designing and deploying scalable ML/AI systems that turn complex data into actionable intelligence.