Sakshi Bagul
AI & ML Engineer | LLM Agents, RAG, Computer Vision
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AI Agent for ServiceNow Automation (LangGraph + GPT-4o-mini + Slack, Jira, Email)
I built a LangGraph agent that turns natural-language requests into ServiceNow incidents, so users never have to open the ServiceNow UI. A StateGraph workflow pairs an LLM node (GPT-4o-mini) that...
Agentic RAG for Document Processing (LangChain, LangGraph, Docling + Qdrant)
I built an end-to-end Agentic RAG pipeline that turns unstructured documents into accurate, context-aware answers. Docling extracts structured content while preserving the original layout, so tables...
Figma Design to Test Cases, Automatically (Figma MCP + Qwen Vision + Qdrant RAG)
I built an AI-first pipeline that turns a Figma design file into test cases automatically. Design images and JSON are pulled through Figma MCP in batches of 50, with a leaky-bucket rate limiter to...
AI-Powered Video Processing Pipeline (Vision-LLM + Kafka + FastAPI)
I built an end-to-end pipeline that turns an uploaded video into searchable, summarized knowledge. Videos are pulled from S3 and sampled at 1 frame per second with OpenCV. Blank videos are rejected early with a...
