Garima Kumari

I build AI research systems that discover, retrieve, analyze, and synthesize research evidence across LLMs, NLP, RAG, agents, and broader AI topics.

In my AI Research Intelligence Platform, I implemented dense and hybrid retrieval, BM25, RRF, metadata filtering, neural reranking, adaptive RAG, evidence attribution, research planning, knowledge graphs, and automated report generation.

I also built Orion, a multi-agent research system that coordinates specialized AI analysts through planner-driven DAG execution, tool-augmented reasoning, evidence validation, critic evaluation, and research aggregation. For an enterprise document intelligence platform, I developed document understanding, OCR, structured extraction, citation-backed Q&A, and reusable workflow orchestration.

At ITJOBXS, I developed LLM-, RAG-, machine-learning-, and REST API-based features for an AI-driven career preparation platform. My Economics and Computer Science background grounds my work in statistics, econometrics, optimization, algorithms, and software engineering.