At X2 Logics, I lead and develop enterprise AI/ML architecture, technical strategy, and production platform design. I built end-to-end ML pipelines and developed Generative AI and RAG solutions using LLMs, embeddings, and vector databases.
I also engineered agentic AI systems with tool calling, multi-agent orchestration, memory, and human approval. I implemented MLOps/LLMOps practices and optimized model serving for production deployments.
At Ambience, I developed machine learning and deep learning models, plus NLP and Generative AI solutions including LLM assistants, document processing, and semantic search. I also developed AI-driven engagement workflows for lead generation, prospect scoring, and CRM automation.
Earlier, at Modal, I built end-to-end ML pipelines and trained models for classification, forecasting, and anomaly detection. I also developed NLP pipelines and computer vision solutions, deploying ML applications with Docker, Git, and CI/CD.

