PhD Researcher · UT Dallas · Computer Science

Gael
Ongoriko

Multi-Agent Systems & Intelligent Simulation

Building the next generation of intelligent multi-agent simulation systems. Exploring how autonomous agents perceive, decide, and collaborate in complex virtual environments, with real-world applications in smart cities, education, and healthcare.

Gael Ongoriko
$75KAward Won
400+Mentored
15+Projects Built
5Awards
About

Researcher,
Builder, Innovator

I am a PhD student in Computer Science at the University of Texas at Dallas, working under Dr. Rym Zalila-Wenkstern at the Multi-Agent and Visualization Systems Lab. My research focuses on designing and building large-scale multi-agent simulation systems.

Before joining UTD, I founded Nyota Innovations, built AI-powered educational platforms used across East Africa, and won first place at the GAIME Startup Battlefield, a global AI competition. I bring an unusual combination of research depth and real-world engineering experience.

My work sits at the intersection of intelligent systems, interactive computing, and real-world deployment, from traffic simulation to virtual learning environments.

Research Interests

Multi-Agent SimulationAutonomous SystemsReinforcement LearningAgent-Based ModelingSmart CitiesInteractive ComputingAI in EducationVirtual Reality

Affiliation

UT Dallas, PhD CSMAVS LabInteractive Computing Track
Research

Current Work

01

Large-Scale Multi-Agent Simulation Systems

Designing simulation architectures capable of running thousands of concurrent autonomous agents in real-time environments. Investigating coordination protocols, emergent behavior patterns, and scalable communication frameworks for virtual agent populations. Advised by Dr. Rym Zalila-Wenkstern at the MAVS Lab, UT Dallas.

02

Agent Decision-Making in Dynamic Environments

Exploring how agents perceive, reason, and adapt in environments that change in real time. This research examines planning algorithms, reinforcement learning strategies, and knowledge representation frameworks that enable agents to make robust decisions under uncertainty.

03

Applications: Smart Cities & Intelligent Transportation

Applying multi-agent simulation techniques to real-world urban systems, including traffic flow optimization, distributed resource allocation, and autonomous vehicle coordination. Building on Dr. Zalila-Wenkstern's DALI system which reduced traffic waiting times by 40% using distributed agent-based traffic lights.

Experience

Professional Journey

Spring 2026 – Present

PhD Researcher, Multi-Agent Systems

University of Texas at Dallas · MAVS Lab

Conducting research on large-scale multi-agent simulation under Dr. Rym Zalila-Wenkstern. Building simulation frameworks for intelligent agent coordination in complex environments.

2024 – Present

CEO & Founder

Nyota Innovations · Kampala, Uganda

Founded and lead a technology company building AI-powered and VR-based educational platforms. Flagship product: Intelligent Virtual Labs, delivering immersive STEM education to schools without physical laboratories. Also developed Nyota Fusion AI, an AI-powered CRM platform.

2024 – 2025

Full-Stack AI Engineer

International University of East Africa

Built an AI-powered Smart Task Manager that autonomously manages semester calendars, tracks performance, and generates departmental reports. Integrated NLP and machine learning to optimize academic administration workflows.

2022 – 2024

Freelance AI & VR Developer

BORA · Uganda

Built a VR Immune Response Simulator for medical education, an AI-powered physics density lab, and a solar system VR exploration application. Deployed across educational institutions to enhance science teaching.

Awards & Recognition

Recognized Excellence

$75,000

GAIME Startup Battlefield Winner 2025

First place in a global AI startup competition. Recognized for innovation in AI-powered educational technology.

$10,000

AI Innovation Award

Recognized for outstanding contributions to AI technology in education across East Africa.

$1,500

First in Legal Technology, Uganda

Won the first-ever legal technology award in Uganda for the LegalFinder app.

$600

Google Developer Student Club Demo Days

Won at Innovation Village, Kampala with the TasteTrail application.

-

VR Technology Pioneer Award

Awarded for innovative VR applications in education and professional training.

4.5

Top of Class, BSc Computer Science

Graduated top of class with a 4.5/5 GPA from the International University of East Africa.

Technical Skills

Tools & Technologies

Languages

  • Python
  • C / C++
  • Java
  • C#
  • JavaScript / TypeScript
  • R
  • MATLAB
  • SQL
  • Dart
  • PHP

AI / ML & Deep Learning

  • PyTorch
  • TensorFlow / Keras
  • JAX
  • scikit-learn
  • Hugging Face Transformers
  • LangChain / LlamaIndex
  • OpenAI / Anthropic APIs
  • Reinforcement Learning
  • Neural Networks & Deep Learning
  • NLP & LLMs
  • Computer Vision (OpenCV, YOLO)
  • Multi-Agent Systems

Data & Research

  • NumPy / Pandas
  • SciPy / Statsmodels
  • Matplotlib / Seaborn / Plotly
  • Jupyter / Google Colab
  • Weights & Biases
  • MLflow
  • Apache Spark
  • LaTeX

Frameworks

  • FastAPI / Flask
  • Django
  • React / Next.js
  • Node.js
  • Flutter
  • Laravel
  • Angular
  • ROS (Robot Operating System)

Cloud, MLOps & DevOps

  • AWS (SageMaker, EC2, S3)
  • Google Cloud (Vertex AI)
  • Azure ML
  • Docker / Kubernetes
  • CUDA / cuDNN
  • Git / GitHub Actions
  • Firebase
  • Linux / Bash

Simulation, XR & Tools

  • Unity / Unreal Engine
  • Blender
  • NetLogo / MASON
  • Gazebo / CARLA
  • SUMO (Traffic Simulation)
  • Figma
  • Vector Databases (Pinecone, FAISS)
Contact

Let's Build
Something Together

Open to research collaborations, internship opportunities, and conversations about multi-agent systems and intelligent simulation.