Kian Hamedani

Senior AI & Machine Learning Researcher

Vanguard

Designed and deployed AI and LLM-based systems to explain and optimise customer financial portfolios. Built reinforcement learning models to optimise retirement contribution and payment strategies.

AILLMReinforcement LearningMachine LearningExplainable AI MLPortfolio Optimization

Senior Research Scientist (Level 3)

Fujitsu Network Communications

Led AI/ML research for xApp and rApp solutions in O-RAN environments. Applied DRL to RAN slicing for efficient allocation across IoT, broadband, and mobile services.

AIO RANDeep reinforcement learningGNNVAEInterference ManagementHandover OptimizationTraffic Forecasting

Associate Technical Lead, Machine Learning

Quantiphi Inc.

Led delivery of AI/ML solutions for financial services clients in partnership with AWS. Built distributed deep reinforcement learning pipelines on AWS SageMaker and EC2 using Ray RLlib.

AIAWSSagemakerEC2Ray RLlibDistributed TrainingDeep reinforcement learningFinancial Services

Senior Scientist / Engineer

Designed machine learning and deep reinforcement learning systems for wireless communications and SDR-based platforms. Developed anti-jamming and adaptive wireless networking solutions using DQN and DDPG.

Machine LearningDeep reinforcement learningDQNDDPGWireless CommunicationSDREmbedded GPU