class MDAbdurRahimRatul:
def __init__(self):
self.name = "MD. Abdur Rahim Ratul"
self.role = ["Data Scientist", "ML Engineer", "Python Developer"]
self.university = "Khwaja Yunus Ali University, Bangladesh π§π©"
self.portfolio = "https://ratul.site"
self.mastered = ["Python", "NumPy", "Pandas", "Matplotlib", "Seaborn"]
self.learning = ["MySQL", "Machine Learning", "Scikit-Learn"]
self.next_goal = "Deploy production-ready ML & AI models π"
self.fun_fact = "I turn raw data into real intelligence ππ€"
def say_hi(self):
print("Thanks for visiting! Let's build the future together π€")
me = MDAbdurRahimRatul()
me.say_hi()- π Β Building Data Science & ML projects that solve real-world problems
- π± Β Actively mastering MySQL, Machine Learning & Scikit-Learn
- β Β Proficient in Python Β· NumPy Β· Pandas Β· Matplotlib Β· Seaborn
- π€ Β Next milestone β Deep Learning Β· TensorFlow Β· PyTorch Β· Deployment
- π Β Projects live at ratul.site Β· ratul.cloud Β· webforsell.shop
- π Β Active on Codeforces Β· Beecrowd
- π¬ Β Ask me about Python, Web Scraping, Data Analysis, EDA
- β‘ Β Fun fact: I love turning messy raw data into clean, actionable intelligence
PHASE 1 β FOUNDATIONS β
Complete
βββββββββββββββββββββββββββββββββββββββββββββββββββ
β
Python Programming ββββββββββββββββββββ 100%
β
NumPy ββββββββββββββββββββ 100%
β
Pandas ββββββββββββββββββββ 100%
β
Matplotlib & Seaborn ββββββββββββββββββββ 100%
PHASE 2 β DATA & SQL π In Progress
βββββββββββββββββββββββββββββββββββββββββββββββββββ
π MySQL & Databases ββββββββββββββββββββ 70%
π EDA & Feature Eng. ββββββββββββββββββββ 60%
PHASE 3 β MACHINE LEARNING π Starting
βββββββββββββββββββββββββββββββββββββββββββββββββββ
π Scikit-Learn ββββββββββββββββββββ 30%
β³ Model Evaluation & Tuning ββββββββββββββββββββ 15%
β³ ML Projects & Deployment ββββββββββββββββββββ 10%
PHASE 4 β DEEP LEARNING β³ Coming Soon
βββββββββββββββββββββββββββββββββββββββββββββββββββ
β³ Neural Networks + TensorFlow ββββββββββββββββββββ 0%
β³ PyTorch & CNNs ββββββββββββββββββββ 0%
β³ NLP & Transformers ββββββββββββββββββββ 0%
PHASE 5 β AI ENGINEERING π Future Vision
βββββββββββββββββββββββββββββββββββββββββββββββββββ
β³ LLMs & Generative AI ββββββββββββββββββββ 0%
β³ MLOps & Cloud Deploy ββββββββββββββββββββ 0%
| π Project | π Description | π Status |
|---|---|---|
| π Ratul.site | Personal Portfolio Website | β Live |
| βοΈ Ratul.cloud | Cloud Services & Projects Hub | β Live |
| π WebForSell.shop | Website Selling Marketplace | β Live |
| π Customer Churn Analysis | EDA + ML Classification Project | β Done |
| π User Funnel Analysis | Conversion & Behavior Analytics | β Done |
| π€ ML Projects | Real-World Machine Learning Solutions | π Building |
| Platform | Handle | Link |
|---|---|---|
| π Portfolio | ratul.site | Visit |
| βοΈ Cloud | ratul.cloud | Visit |
| π Store | webforsell.shop | Visit |
| π Facebook | rahimratul4 | Follow |
| πΈ Instagram | arratul.insta | Follow |
| πΌ LinkedIn | ratul05 | Connect |
| π§ Email | arahimratul2004@gmail.com | Write |


