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Onabanjomicheal/README.md

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πŸ‘‹ About Me

Onabanjo Michael Oluwatobi is working at the intersection of machine learning, transportation engineering, and logistics systems.

"Movement is the lifeblood of any economy. When it breaks down, whether a delivery that never arrives or a city brought to a standstill, people and businesses pay the price."

My work is driven by a frustrations and spheres of experineces from my childhood till this moment: movement is broken. Packages arrive late. Commuters sit in traffic for hours, Emergency vehicles crawl through gridlock, Supply chains fail at the last mile.


πŸ”¬ Domains & Expertise

Domain What I Work On
🚦 Traffic Signal Optimization Adaptive signal control, spillback mitigation, DRL agents
πŸš— Autonomous Vehicles AV adoption, Mixed Traffic Engineering
⚑ Electric Vehicle Systems EV adoption modelling, charging infrastructure data, transition analytics
🚨 Emergency Response Systems Signal preemption, priority routing for emergency vehicles
🚚 Logistics and Supply Chain Analytics Network performance, route optimization, predictive modelling

🌍 What I'm Working Toward

  • 🟒 Congestion-free corridors β€” signals that adapt in real time, not fixed cycles set decades ago
  • 🟒 Zero last-mile failures β€” delivery delays predicted and prevented, not just tracked after the fact
  • 🟒 Safe emergency response β€” ambulances and fire trucks with guaranteed paths through any city
  • 🟒 Autonomous vehicle adoption β€” simulation and research proving AVs make roads safer and more efficient
  • 🟒 Electric vehicle transition β€” data infrastructure that makes EV adoption practical across African cities

πŸ› οΈ Tech Stack

🚦 Traffic Simulation & Transport

SUMO TraCI QGIS MATLAB

πŸ€– AI Engineering & LLMs

LangChain OpenAI Hugging Face LlamaIndex Ollama Anthropic Groq

🧠 Machine Learning & Deep Learning

Python TensorFlow PyTorch scikit-learn XGBoost Stable Baselines3

βš™οΈ MLOps, Cloud & Infrastructure

AWS Docker Kubernetes Kubeflow Terraform Helm DVC MLflow GitHub Actions Prometheus Grafana

πŸ“Š Data & Analytics

Pandas NumPy Plotly Seaborn GeoPandas Apache Spark dbt


πŸ“¬ Get In Touch

Open to research collaborations, data science & ML roles, transport & logistics engineering projects, and conversations about mobility and AI in Africa.

πŸ“§ Email πŸ’Ό LinkedIn 🐦 Twitter πŸ“ Location
Onabanjomicheal01@gmail.com micheal-onabanjo @onabanjomico Lagos, Nigeria πŸ‡³πŸ‡¬

Pinned Loading

  1. naija-trip-ai naija-trip-ai Public

    Ai assistant that handles your trip

    Python

  2. Customer_Satisfaction_Prediction_to_Production Customer_Satisfaction_Prediction_to_Production Public

    ⭐ End-to-end ML pipeline predicting customer satisfaction β€” from training to production deployment

    Jupyter Notebook

  3. Adaptive-Traffic-Signal-DQN Adaptive-Traffic-Signal-DQN Public

    🚦 Adaptive traffic signal control using Deep Q-Networks (DQN) in SUMO β€” optimized for Lagos, Nigeria

    Python 1

  4. Autonomous_Vehicle--Car_Following-and-Lane_Changing-Mini-Project Autonomous_Vehicle--Car_Following-and-Lane_Changing-Mini-Project Public

    πŸ€– AV car-following and lane-changing behaviour modelling mini-project

    1

  5. third-mainland-av-hdv-simulation third-mainland-av-hdv-simulation Public

    πŸŒ‰ Traffic simulation study of AV/HDV penetration on Third Mainland Bridge, Lagos using SUMO

    Python 1 1

  6. Deep-Flow-Optimizer Deep-Flow-Optimizer Public

    🧠 Deep RL framework for urban traffic signal optimization and spillback mitigation using SUMO

    Python 1