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Achievements

Achievement: YOLO

Achievements

Achievement: YOLO

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b-tanyileke/README.md

Hi, I'm Nk 👋

I'm passionate about building practical AI and Machine Learning systems.

👨‍💻 About Me

  • 🤖 Interested in Machine Learning, Generative AI, Computer Vision, and Agentic AI
  • 🛠️ Building production-oriented AI applications and learning modern MLOps practices
  • 🌱 Currently exploring local LLM deployment, ML infrastructure, and AI engineering workflows
  • 💡 Always looking for opportunities to learn and contribute to impactful projects

🚀 Featured Projects

📚 Enterprise Knowledge Assistant

A local Retrieval-Augmented Generation (RAG) assistant built with Ollama, LangChain, ChromaDB, FastAPI, and Streamlit.

👷 Industrial Safety Monitoring

A computer vision system for detecting PPE compliance and monitoring industrial environments using YOLO.

📈 Telecom Customer Churn Prediction

Machine learning models for predicting customer churn using feature engineering and model comparison.

🧰 Languages

  • Python
  • SQL
  • Git

📫 Connect

Always learning, always building.

Pinned Loading

  1. customer_support_agent customer_support_agent Public

    RAG support agent for fictional Telco Company that classifies intent, retrieves grounded answers from local documents, and serves both a FastAPI backend and Streamlit UI with Ollama, OpenAI, or Gem…

    Python

  2. customer_churn customer_churn Public

    End-to-end telecom customer churn prediction project using machine learning, MLflow, and FastAPI. The project includes experiment tracking, model registry, churn risk scoring, and API-based inferen…

    Jupyter Notebook 1

  3. industrial-safety-monitoring industrial-safety-monitoring Public

    Industrial Safety Monitoring — real-time PPE detection, tracking, and incident logging with YOLO and OpenCV.

    Jupyter Notebook

  4. sentiment_classifier sentiment_classifier Public

    Fine-tuned DistilBERT for IMDb movie review sentiment classification with live Gradio demo.

    Jupyter Notebook

  5. deeplearn_pipeline_optimizer deeplearn_pipeline_optimizer Public

    A modular AutoML framework for text classification using the IMDB dataset. The project compares CNN and RNN architectures for sentiment analysis and leverages Optuna for hyperparameter optimization…

    Python

  6. ai-insight-agent ai-insight-agent Public

    Autonomous Python pipeline that tracks new AI capability developments, filters for business relevance, and publishes citation-grounded blog posts to GitHub Pages on a weekly schedule

    Python