Mahnoor Halepota Math tutor, Biomedical Engineer & AI scientist
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Hi, students and parents

I'm Mahnoor, a passionate and committed teacher out to kindle curiosity and cultivate a lifetime love of learning. I offer a dynamic and student-centered approach to the classroom, making every lesson an exciting voyage of discovery. I have 5 years of teaching experience. Considering that every student is different, I use a variety of teaching techniques to meet their needs. I work hard to make every session approachable and fun, whether it is through interactive discussions, hands-on activities, or multimedia materials, so that every student may succeed academically. Success depends on the teacher-student relationship being built firmly. I place a high value on open communication, providing a secure environment in which students may voice their opinions and pose inquiries. In addition to teaching, I want to mentor and assist every student while they pursue their education. Come study with me in my classroom if you're prepared to go on an intellectual discovery voyage! Together, we will solve the puzzles of the curriculum, foster a love of learning, and build the groundwork for a prosperous and exciting future.
Thankyou

Subjects

Biology Beginner-Intermediate
Math Beginner-Intermediate
Biomedical Engineering Beginner-Intermediate

Experience

Teacher (Jan, 2024–Aug, 2024) at Bacon Hill High School

Head Instructor
Online Math tutor (Jan, 2022–Present) at Preply US

Education

Masters (Jan, 2025–now) from Artificial Intelligence and its application UK
Biomedical Engineering (Oct, 2019–Nov, 2023) from Mehran University of Engineering & Technology jamshoro

Fee details

£10–20/hour (US$13.51–27.03/hour)

Courses offered

Foundational Mathematics for Data Science
- US$100
- Duration: 1 Day
- Delivery mode: Online
- Group size: Individual
- Instruction language: English
- Certificate provided: No
Math can feel intimidating—especially when it’s packed with formulas and symbols. But at its core, it's just a language that helps us make sense of patterns, relationships, and data.
In this course, we’ll break down the key mathematical concepts that every data scientist needs—without the jargon or overwhelm. Whether you’re brushing up or starting fresh, we’ll connect the dots between linear algebra, statistics, probability, and calculus and show how they power real-world data science.
Instead of diving straight into theory, we’ll explore the why behind the math—why matrices matter in machine learning, why derivatives help optimize models, and how probability guides better decision-making. Each concept will be paired with intuitive examples and simple visualizations to help it click.
This is for anyone who wants to build confidence in the math behind data—whether you’re a coder looking to level up, a professional switching into data science, or just someone who’s curious and wants the math to finally make sense.