At TrySoft AI, I architected and deployed a multilingual semantic search platform supporting 10+ languages. A custom NLP pipeline improved search performance by 30x, and I developed Dialogflow CX integrations and LLM orchestration workflows.
At AI Mark Labs, I designed AI-driven incident reporting systems that turn natural language into structured data, with validation and PII redaction. I also improved response accuracy using RAG, prompt engineering, and structured JSON outputs.
At RevnoSoft, I built AI chatbots and RAG-based question-answering systems, and developed automation workflows for calling agents and booking. In freelance and self-directed projects, I’ve built chatbots, semantic search prototypes, and backend APIs, and explored multi-agent workflows and cloud deployments.

