Open to opportunities

SVS PRAVEEN

@svspraveen

Message

I build production agentic AI and retrieval-augmented applications.

India

Message

What I'm looking for

I'm looking to build production AI systems involving agentic workflows, RAG, evaluation, retrieval, and scalable backend services, where I can ship reliable products and deepen my experience with modern AI infrastructure.

I've built and shipped SPrav™ Job AI, a local-first multi-agent job-application platform that supports discovery, fit scoring, tailoring, verification, and application workflows across 28,700+ tracked job sources.

For RespiRAG, I developed a governed clinical RAG system for oncology using 600+ FDA drug labels and 3,900+ pages of NCCN guidelines. I combined biomedical retrieval, re-ranking, relevance gating, role-based access control, and evaluation tooling to reduce hallucinations and protect clinical workflows.

As an AI/ML Engineer Intern at MobcoderAI, I built hybrid retrieval for SEC filings, a six-agent orchestration system, and deterministic evaluation pipelines tracked in MLflow.

I'm focused on production AI systems that balance accuracy, safety, latency, and cost using Python, FastAPI, LangGraph, vector databases, and modern LLM infrastructure.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer Intern

MobcoderAI

Apr 2026 - Jul 2026 (3 months)

Built a hybrid BM25 + dense-vector retrieval pipeline with Reciprocal Rank Fusion and Cross-Encoder re-ranking on Qdrant Cloud for SEC 10-K/10-Q filing search. Designed a multi-agent orchestration system with 6 specialized agents and a router for intent decomposition, comparison, risk analysis, and trend queries.