I am Sameer Vohra, an AI/ML Engineer specializing in production-grade LLM applications, Retrieval-Augmented Generation (RAG) pipelines, and intelligent agent systems. I design and ship end-to-end AI components—from hybrid retrieval and dense/sparse embeddings to cross-encoder reranking and Gemini-based agents with tool calling and memory management. I also focus on LLM evaluation, prompt engineering, and grounding verification to ensure accurate, policy-compliant outputs. I enjoy owning AI projects from architecture decisions through deployment, and I thrive in building reliable systems for real-world workflows such as HR and content platforms. I value clear collaboration, rigorous testing, and scalable, maintainable design.…I am Sameer Vohra, an AI/ML Engineer specializing in production-grade LLM applications, Retrieval-Augmented Generation (RAG) pipelines, and intelligent agent systems. I design and ship end-to-end AI components—from hybrid retrieval and dense/sparse embeddings to cross-encoder reranking and Gemini-based agents with tool calling and memory management. I also focus on LLM evaluation, prompt engineering, and grounding verification to ensure accurate, policy-compliant outputs. I enjoy owning AI projects from architecture decisions through deployment, and I thrive in building reliable systems for real-world workflows such as HR and content platforms. I value clear collaboration, rigorous testing, and scalable, maintainable design.WWWW…