I will do reinforcement learning, reinforcement learning game, gnn, federated learning
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
I specialize in Reinforcement Learning (RL), Federated Learning (FL), and Adversarial Machine Learning to build robust, privacy-aware, and adaptive AI systems. Whether you're researching, deploying models, or securing ML systems, I can help!
What I Offer:
Reinforcement Learning (RL):
- Custom RL algorithms (DQN, A2C,..) for games, robotics, or automation.
- Reward engineering, multi-agent systems, and RL in complex environments.
Federated Learning (FL):
- Privacy-preserving ML with frameworks like Flower or TensorFlow Federated.
Adversarial Machine Learning:
- Offensive/Defensive ML
- Attack simulations (evasion/poisoning attacks) and defense strategies.
- Robust model training (adversarial training, certified defenses).
Please contact me before making any order.
Programming language:
Python
•
SQL
Tools:
Jupyter Notebook
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OpenCV
•
TensorFlow
•
MLflow
•
Colab
Technology:
Python
•
TensorFlow
•
PyTorch
•
OpenCV
•
scikit-learn
•
MLflow
