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💜 SYNTHWAVE DEV MODE ENABLED
🌸 NEON PINK • PURPLE CODE • XP GRIND
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🎶 Synthwave • Lo-fi • Cyberpunk focus vibes

• 👋 Name: Wadalisa Oratile Molokwe
• 💖 Pronouns: She / Her
• 🧠 Class: Aspiring Software & Web Developer
• ⚡ Buffs: Kiwi 🥝 + Gym 💪 (+10 Energy)
• 🎓 Rank: Honours Student
• 🖧 Class: Network Engineer / System Administrator
• 🧠 Skill Tree: Networking • Systems • Security • Software Development

   🧠 Languages       : Python | Java | JavaScript
   📓 Data & Learning : Jupyter Notebook | R | SAS
   🌐 Frontend        : HTML | CSS | React (learning)
   🗄️ Databases       : SQL | Supabase
   ⚙️ Tools           : Git | GitHub | VS Code

🎮 Active & Completed Missions — XP increases with every repo

🟣 MAIN QUESTS (CORE STORYLINE)

🕹️ COS750 — Retro Factory Method Teaching App
🏆 XP: +160
🎯 Mission Type: Educational Web Application
🧠 Concept: Factory Method Design Pattern
🎮 Theme: Retro / Game-Inspired Learning
🧩 Tech Stack: JavaScript | React | CSS | Supabase
🗄️ Database: Supabase (Backend-as-a-Service)
🛠️ Focus: Design patterns, frontend logic, interactive learning
🔗 Repo: https://github.com/melengmoshokoa/COS750

🎓 Intrusion Detection Model — Honours Project
🏆 XP: +200
🎯 Mission Type: Academic Capstone (Honours)
🔐 Focus: Cybersecurity & Threat Detection
🧠 Domain: Machine Learning, Data Analysis
🧩 Skills: Python, ML Models, Data Processing
📊 Goal: Detect malicious activity using intelligent models
🏅 Status: Flagship research project
🔗 Repo: https://github.com/Wadalisa/Intrusion_Detection_Model

🔵 SIDE QUESTS (SKILL BUILDS)

📈 Symbolic Regression — Genetic Programming
🏆 XP: +100
🎯 Mission Type: Regression Modelling
🧠 Focus: Learning symbolic expressions from data
🧩 Skills: Genetic Programming, Mathematical Modelling
📊 Metrics: MAE-based fitness evaluation
🎮 Theme: Evolutionary search & expression trees
🔗 Repo: https://github.com/Wadalisa/Symbolic-Regression

⚡ Sign-Based Adaptive Learning Rate — GP Classification
🏆 XP: +120
🎯 Mission Type: Classification Optimisation
🧠 Focus: Adaptive learning rate strategies in GP
🧩 Skills: Classification, Optimisation Dynamics
📊 Analysis: Standard vs adaptive learning rate comparison
🎮 Theme: Feedback-driven evolution mechanics
🔗 Repo: https://github.com/Wadalisa/Sign-Based-Adaptive-LR

🧬 Transfer Learning — Genetic Programming
🏆 XP: +110
🎯 Mission Type: Knowledge Transfer Experiment
🧠 Focus: Reusing evolved GP populations across tasks
🧩 Skills: Transfer Learning, Evolutionary Algorithms
📉 Metrics: Cross-task fitness comparison
🎮 Theme: Evolutionary knowledge reuse
🔗 Repo: https://github.com/Wadalisa/Transfer-Learning

🌳 Structured-Based Gaussian Processes
🏆 XP: +100
🎯 Mission Type: Probabilistic Modelling Study
🧠 Focus: Structured GP representations
🧩 Skills: Gaussian Processes, ML Theory
📊 Emphasis: Model structure & uncertainty handling
🔗 Repo: https://github.com/Wadalisa/Structured-Based-GP

🖼️ EfficientNet vs ResNet — CNN Architecture Comparison
🏆 XP: +90
🎯 Mission Type: Model Comparison Study
🧠 Focus: Efficiency vs performance trade-offs
🧩 Skills: CNNs, Transfer Learning, Model Evaluation
📊 Analysis: Accuracy, convergence, computational cost
🎮 Theme: Architecture optimisation & benchmarking
🔗 Repo: https://github.com/Wadalisa/EfficientNet-vs-ResNet

🟡 MINI QUESTS (EXPERIMENTS & PRACTICE)

🧪 Jupyter Notebook Labs
🏆 XP: +40
🎯 Mission Type: Prototyping & Practice
🧩 Skills: Experimentation, Rapid Analysis
📓 Format: Standalone notebooks
🔓 Status: New labs unlocking
🔗 Repo: (in progress)

🎮 Mini Quest I — Data Explorer’s Trial
🏆 XP: +60 (In Progress) 🎯 Mission Type: Exploratory Data Analysis
🧠 Focus: Analytical reasoning & data storytelling
🧩 Skills: EDA, Visualisation, Statistical Insight
🛠️ Toolchains: Python | R | SAS
🎮 Theme: Multi-build analytics challenge
🔗 Repo: https://github.com/Wadalisa/Data-Explorers-Trial ⚔️ More quests unlock as new repositories are added…

👉 https://github.com/Wadalisa?tab=repositories

🎯 Strengthen Python & Java fundamentals
🎯 Build real-world projects
🎯 Collaborate with other developers
🎯 Unlock Full-Stack Developer achievement

⬜ Open Source Contributor
⬜ Full-Stack Developer
⬜ Database Master
⬜ 100-Day Coding Streak

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