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nicktm8/README.md

πŸ§‘β€πŸ’» About Me

class NickTem:
    def __init__(self):
        self.name        = "Nick Tem"
        self.username    = "nicktm8"
        self.role        = "Python Developer 🐍"
        self.focus       = ["Data Analysis ", "Machine Learning", "AI"]
        self.stack       = ["Python", "SQL", "Pandas", "NumPy", "Matplotlib"]
        self.learning    = ["TensorFlow", "Scikit-Learn", "PyTorch"]
        self.goal        = "Data Analyst β†’ ML / AI Engineer 🎯"
        self.motto       = "Learn. Build. Repeat. πŸ”₯"

    def say_hi(self):
        print("Thanks for visiting my profile! Let's build something great πŸš€")

me = NickTem()
me.say_hi()

πŸ› οΈ Tech Stack

🐍 Languages & Core

Python SQL OOP

πŸ“Š Data Analysis & Visualisation

Pandas NumPy Matplotlib Seaborn Jupyter

πŸ€– Machine Learning & AI (Learning)

Scikit-Learn TensorFlow Keras PyTorch

πŸ—ƒοΈ Databases & Tools

MySQL PostgreSQL Git GitHub VS Code


πŸ“ˆ Learning Roadmap

Python & OOP          β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   60%  🐍
Data Analysis         β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   45%  πŸ“Š
SQL & Databases       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   40%  πŸ—ƒοΈ
Data Visualisation    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   35%  πŸ“ˆ
Machine Learning      β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   25%  πŸ€–
TensorFlow / Keras    β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   20%  πŸ”₯
PyTorch               β–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   20%  ⚑

🌱 Actively learning and improving every day β€” Data Analysis now, ML & AI next


🎯 2026 Goals

  • 🐍 Master Python fundamentals & OOP
  • πŸ“Š Build first data analysis project
  • πŸ“š Complete data analysis with Pandas & NumPy
  • πŸ—ƒοΈ Build 2 SQL database projects
  • πŸ€– Train first ML model with Scikit-Learn
  • πŸ“ˆ Create a full end-to-end data pipeline
  • πŸš€ Land first Data Analyst role

πŸ“‚ Featured Projects

πŸ“Š Sales Analysis Project

Python project analysing product sales using data structures, OOP, and data analysis techniques.

Highlights:

  • πŸ›’ Product sales tracking across categories
  • πŸ’° Revenue calculation & reporting
  • πŸ“ˆ Data analysis & summary insights

View Repo

πŸͺ OOP Online Store System

Modular Python OOP sales system demonstrating encapsulation, inheritance, polymorphism, and abstract classes.

Highlights:

  • 🧱 Clean OOP architecture
  • πŸ”„ Inheritance & polymorphism
  • πŸ—οΈ Abstract class design

View Repo


πŸ“Š GitHub Stats

GitHub Streak


🐍 Contribution Snake

Snake animation


πŸ“« Let's Connect

GitHub


⭐ If you find my projects interesting, feel free to star them and follow along the journey!

Profile Views

Pinned Loading

  1. movie-watchlist-cli movie-watchlist-cli Public

    A Python CLI application that demonstrates OOP, file serialization, and CLI control flow through a movie watchlist manager. Supports adding, removing and viewing movies with persistent storage.

    Python