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Imane MABROUKAI, Machine Learning & Math Tutor
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Assalam Alaikum,
I’m Imane, a Master’s student in Data Science and NLP with a passion for making AI, Machine Learning, and Math easy and enjoyable to learn. Over the course of my studies, I have worked on several real-world projects in AI, Machine Learning, and data-driven applications — experience that I bring directly into my lessons to make them practical, engaging, and relevant.
📚 What I Teach
Artificial Intelligence (Introductory to Intermediate)
Machine Learning (Core concepts & hands-on mini projects)
Coding with Python (Beginner-friendly programming)
Math for Kids
🎓 My Teaching Style Classes will be held online via Zoom, InchaAllah, and are:
Interactive, project-based, and beginner-friendly
Filled with real-life examples, stories, and visuals to make concepts stick
Tailored with customized lesson plans for each student’s level and interests
🌟 Why Learn With Me
Master’s-level expertise in Data Science, AI & NLP
Hands-on experience through multiple AI and Machine Learning projects
Skilled at simplifying complex concepts for kids and beginners
Patient, supportive, and genuinely enthusiastic about teachingking learning fun
Artificial intelligence and machine learning Beginner-Intermediate
Large Language Models (LLMs) Fine-tuning Beginner-Intermediate
Coding for Beginners
Python - Zero to Hero
Machine and Deep Learning project Beginner-Intermediate
Experience
Research group at Qatar University (Dec, 2024–Present) at Big IR research Group, Qatar University
Developing an Arabic first aid medical chatbot using Large Language Models (LLMs) to support emergency healthcare in Modern Standard Arabic. Contributions include creating inchAllah FALAH, a large Arabic first-aid dataset; building FA-ARABERT inchAllah, a classifier distinguishing first-aid from general medical queries; designing an LLM-based system for accurate step-by-step first-aid guidance in Arabic; and conducting literature reviews, dataset preparation, and fine-tuning experiments for Arabic NLP tasks.
IT consulting (Jul, 2024–Sep, 2024) at Architeo, Rabat, Morocco
Developed an AI-powered English medical chatbot for conflict zones, using LangChain, LLaMA 2, Hugging Face embeddings, and FAISS for semantic search. Built with Chainlit, the chatbot analyzes symptoms, suggests conditions and specialties, and sends doctor notifications via Twilio.
Coursera web scrapping Project using Python (Jul, 2023–Jul, 2023) at Data Analytics Bootcamp with Alex the Analyst
As part of the Data Analytics Bootcamp by Alex The Analyst on YouTube, I developed a Python script using BeautifulSoup and Requests library to scrape data from Coursera.
The script allows me to extract valuable information about a specific course, including the course title, instructor, university, ratings, difficulty level, language, and enrollment status. By automating the process, I can stay up-to-date with the latest course details and analyze the data to gain insights into popular online courses.
To enhance the functionality, I incorporated email notifications using SMTP. Whenever there is a change in the enrollment count, the script triggers an email notification to keep me informed. This automation saves me time and ensures I never miss any important updates.
Data Pro Survey : Insights & Trends Dashboard (Jul, 2023–Jul, 2023) at Data Analytics Bootcamp with Alex the Analyst
From the Data Analyst Bootcamp, I had the incredible opportunity to work on the "Data Pro Survey" and analyze it using Power BI. This project allowed me to dive deep into the dataset, clean and transform the data, and extract valuable information to answer some intriguing questions. Here's a glimpse of what I uncovered:
1️⃣ Average Salary Breakdown by Job Title:
2️⃣ Happiness with Work/Life Balance:
3️⃣ Favorite Programming Language:
4️⃣ Career Switches:
5️⃣ Happiness with Learning New Things:
6️⃣ Job Title by Industry:
7️⃣ Geographic Distribution:
Formal status (Jun, 2023–Jul, 2023) at high commission for planning, Morocco
Developed "Beni Mellal-Khénifra Economic Dashboard: Tracking Activity, Employment, and Unemployment" which is a Power BI dashboard that analyzes the socio-economic landscape of Beni Mellal-Khénifra and its provinces, including demographics, economic activity, and employment trends.
Key Learning Outcomes:
Power Query: Mastered data cleansing and transformation.
Data Relationships: Built and managed relationships to connect datasets.
Drill-down Analysis: Used hierarchies to uncover deeper insights.
Conditional Formatting: Highlighted trends and anomalies visually.
Dynamic Lists: Created interactive displays for flexible exploration.
Visualization Skills: Leveraged maps, bar charts, and other visuals for clear insights.
Excel Integration: Prepared and manipulated data seamlessly for Power BI.
Impact: Provided an interactive, visually engaging tool to track activity, employment, and unemployment in the region.
Education
Marketing Diploma (Oct, 2024–now) from To Grow Academy
Masters degree (Sep, 2024–now) from The national institute of statistics and applied economics, Rabat, Morocco
Bachelor (Sep, 2022–Jul, 2024) from The National Institue of Statistics and Applied Economics, Rabat, Morocco
Introduction to Data Analytics (Jul, 2022–Aug, 2022) from Skillup Online
Excel for beginners (Jun, 2022–Jul, 2022) from Great Learning Academy
CPGE Classes (Sep, 2020–Jul, 2022) from CPGE Classes (Higher school preparatory classes), Morocco
high school graduation (Sep, 2017–Jul, 2020) from Baccalaureate in physical sciences graduated with honors, A-levels