At Vanguard, I designed and deployed AI and LLM-based systems to explain and optimize customer financial portfolios. I also built reinforcement learning models for retirement contribution and payment strategies.
At Fujitsu Network Communications, I led AI/ML research for xApp and rApp solutions in O-RAN environments. I applied deep reinforcement learning to RAN slicing and developed GNN-, VAE-, and DRL-based approaches for interference management, handover optimization, and traffic prediction.
At ANDRO Computational Solutions, I designed machine learning and deep reinforcement learning systems for wireless communications and SDR-based platforms. I developed anti-jamming and adaptive networking solutions, then deployed DRL models on embedded GPU platforms for real-time wireless control.
