Hi, I’m Edgaras Jeparchinas, an AI Engineer focused on autonomous agent systems across finance, surveillance, and enterprise intelligence. I design and deploy full‑stack ML/LLM ecosystems, including scalable data pipelines, vector retrieval, cloud infrastructure, agent orchestration, and production‑grade deployment. I enjoy building modular RAG platforms with automated cloud provisioning, FAISS/pgvector indexing, recursive chunking, and governance layers. My work spans finance underwriting agents, simulation pipelines, surveillance and asset validation systems, and large‑scale NLP/LLM extraction workflows. I also run adversarial testing (Garak, TextAttack, IBM ART) to enhance robustness, fairness, and jailbreaking resistance, while ensuring auditable, compliant AI systems in AWS and Azure.…Hi, I’m Edgaras Jeparchinas, an AI Engineer focused on autonomous agent systems across finance, surveillance, and enterprise intelligence. I design and deploy full‑stack ML/LLM ecosystems, including scalable data pipelines, vector retrieval, cloud infrastructure, agent orchestration, and production‑grade deployment. I enjoy building modular RAG platforms with automated cloud provisioning, FAISS/pgvector indexing, recursive chunking, and governance layers. My work spans finance underwriting agents, simulation pipelines, surveillance and asset validation systems, and large‑scale NLP/LLM extraction workflows. I also run adversarial testing (Garak, TextAttack, IBM ART) to enhance robustness, fairness, and jailbreaking resistance, while ensuring auditable, compliant AI systems in AWS and Azure.WWWW…