Career path

Machine Learning Engineer

Train, evaluate and ship models that learn from data, and know when a model is not good enough to use.

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The skills, level by level

Entry: Python, Pandas & NumPy, Statistical Analysis, SQL
Intermediate: Data Preparation, Machine Learning, Model Evaluation, Data Visualisation, Git & Version Control
Advanced: Deep Learning, Computer Vision, API Development, Containerisation (Docker)

Tools you will use: Python, pandas, NumPy, scikit-learn, Jupyter, SQL, Git and GitHub, Docker.

Start free

Self-paced, no fee. Each ends with a Statement of Participation when you pass its quizzes.

Go further with a programme

On campus in Faisalabad, or live online from anywhere in Pakistan.

Machine Learning · PKR 60,000 · 3 Months · 240 contact hours
Python Programming · PKR 60,000 · 3 Months · 240 contact hours
Advanced Python · PKR 60,000 · 3 Months · 240 contact hours

Projects

Briefs from the BvLogic project bank. A trainer signs each one against acceptance criteria fixed before you start.

Answer a real question with real data · intermediate

A written analysis that states its own limits.

Portfolio checklist

Two notebooks that go from raw data to a model, with the evaluation and its limits written up
One model served behind a small API or a simple web page
A clear comparison against a simple baseline, so a reader can see what the model adds
Code on GitHub with instructions that let someone else reproduce the result

Interview preparation

Overfitting, train and test splits, and cross-validation
Choosing a metric for an unbalanced problem
Cleaning a dataset and explaining each decision
SQL queries for pulling training data
Walking through a model you trained and what you would change

Job titles to search for

Junior Machine Learning Engineer · Machine Learning Engineer · Data Scientist · AI/ML Intern

Who hires for this

Software houses · Product companies and startups · Banks and fintech companies · Telecom companies · Research groups at universities

Types of employer, not a list of companies. We name no employer we have not researched.

External certifications

AWS Certified Machine Learning Engineer, Associate (AWS, external)
Google Cloud Professional Machine Learning Engineer (Google Cloud, external)

Set and examined by the organisations named. BvLogic Academy does not issue them; you book and pay for the exam with that organisation.

Salary reference

AI engineer, Entry (0 to 2 years): Rs 50,000 to Rs 100,000 a month, as Rozee advert, junior AI automation engineer, Lahore reported it, read on 30 Sep 2026. Source

Every band, city and source is on the full page: AI engineer salary in Pakistan.

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