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walethewave/README.md

🌊 Afolabi Olawale

Where Mathematics Meets Machine Intelligence

Typing SVG

Portfolio LinkedIn Email

🎯 The Story Behind the Code

"Every dataset tells a story. I help organizations listen."

From predicting e-sign behavior in digital lending to building AI-powered confidence coaches, I specialize in turning complex data challenges into elegant, production-ready solutions. With a mathematician's precision and an engineer's pragmatism, I build AI systems that don't just work in notebooksβ€”they thrive in the real world.

GitHub Streak


πŸ› οΈ My Arsenal

Core Technologies

Python SQL Streamlit Docker

AI/ML Expertise

TensorFlow Scikit Learn Pandas NumPy OpenAI

Visualization & Analytics

Power BI Plotly Excel


πŸš€ Featured Projects That Solve Real Problems

🌟 LIVE DEMO AVAILABLE

AI-powered confidence coaching that actually works

  • The Challenge: Traditional self-help is generic and ineffective
  • My Solution: Personalized AI coach using Gemini API + psychology frameworks
  • Impact: Interactive Streamlit app with real user engagement
  • Tech: Streamlit Google Gemini Pydantic Psychology APIs

πŸš€ Try It Live | πŸ“– Documentation

πŸ’Ό PRODUCTION ML SYSTEM

Predicting loan applicant behavior in digital finance

  • Business Impact: Streamline digital lending operations
  • Innovation: ML-powered e-sign prediction for targeted engagement
  • Real-World Value: Reduce friction, optimize onboarding
  • Tech: Scikit-learn Feature Engineering Classification Banking ML

πŸ” Explore Code

⚑ END-TO-END PIPELINE

From raw text to actionable emotional insights

  • Innovation: Modular, production-grade sentiment analysis
  • Features: Multiple algorithms, performance benchmarks, API-ready
  • Learning: Comparative analysis of TF-IDF vs modern approaches
  • Tech: NLTK TF-IDF Naive Bayes Performance Optimization

πŸ“– View Project

🎯 CREATIVE NLP APPLICATION

Intelligent text prediction and completion

  • Challenge: Generate coherent and contextually relevant text
  • Technical Achievement: Custom training for natural completions
  • Application: Writing assistance and language modeling
  • Tech: NLP Text Generation Language Models TF-IDF

πŸš€ Explore Code

πŸ“ˆ Additional Projects

Project Description Key Achievement Tech Stack
πŸ’° Smart Salary Predictor ML model predicting compensation from experience High-accuracy salary forecasting Regression Scikit-learn Feature Engineering
🀚 Sign Language Recognition CNN-based hand gesture recognition system Real-time sign language translation CNN TensorFlow Computer Vision Deep Learning
πŸ“Š Retail Intelligence Complete sales analytics dashboard Identified 23% revenue opportunity SQL Power BI Excel

🎯 What I'm Building Next

graph LR
    A[πŸ€– Agentic AI Systems] --> B[πŸ”— LangChain Integration]
    B --> C[πŸ“Š Real-time Analytics]
    C --> D[πŸš€ Production Deployment]
    
    style A fill:#ff6b6b
    style B fill:#4ecdc4
    style C fill:#45b7d1
    style D fill:#96ceb4
Loading

Current Focus Areas:

  • 🧠 Agentic AI: Building autonomous systems with Gemini & OpenAI APIs
  • πŸ”— LangChain Mastery: Creating sophisticated AI workflows
  • πŸ“Š Explainable AI: Making black-box models transparent
  • 🎯 Low-Resource ML: Efficient models for real-world constraints

πŸ“Š GitHub Analytics

Activity Graph


🌟 Why Work With Me?

🎯 Problem Solver πŸš€ Production Ready πŸ“š Continuous Learner
I tackle messy, real-world data challenges My code runs in production, not just notebooks Always exploring cutting-edge AI techniques
Digital lending predictions & NLP systems Live Streamlit apps with real users Currently mastering LangChain & Agents

🀝 Let's Build Something Amazing Together

πŸ” Actively seeking: AI Engineer roles, Data Science internships, and exciting freelance projects

πŸ’‘ Passionate about: Turning complex problems into elegant solutions that create real value

🎯 Ready for: Your next data challenge, whether it's building AI agents, analyzing complex datasets, or creating production ML systems

Email

"The best way to predict the future is to build it with data." πŸš€

Pinned Loading

  1. -AI-Powered-Sentence-Completion -AI-Powered-Sentence-Completion Public

    Jupyter Notebook

  2. AI-Powered-Confidence-Coaching-App AI-Powered-Confidence-Coaching-App Public

    Python

  3. Digital-Lending-E-Sign-Prediction-System Digital-Lending-E-Sign-Prediction-System Public

    Jupyter Notebook

  4. Datafest-2025 Datafest-2025 Public

    Python

  5. Handwritten-Digit-Classification-Using-Convolutional-Neural-Networks-CNNs Handwritten-Digit-Classification-Using-Convolutional-Neural-Networks-CNNs Public

    Jupyter Notebook

  6. Sentiment-Lab-NLP Sentiment-Lab-NLP Public

    Jupyter Notebook