Sourav Tripathy
@Sourav
Software Engineer (ML) at CognitiveView
Bhubaneswar, Odisha, India
Software Engineer (ML) with experience in deploying LLM-powered research assistants, building multi-agent workflows, and architecting hybrid retrieval systems. Skilled in Python, NLP, and RAG orchestration with a focus on AI/ML engineering and retrieval systems.
Experience
Software Engineer (ML)
CognitiveView
- Deployed an LLM-powered research assistant over structured/unstructured data, reducing sales research turnaround from 1 day to under 2 hours — a 90% reduction in research friction. • Built real-time multi-agent workflows (LangGraph + WebSockets) enabling parallel reasoning, achieving 3× faster LLM interaction across multi-step tasks. • Architected a hybrid retrieval system (MongoDB vector search + Neo4j graph queries) with semantic routing, cutting average RAG latency from 12–15s to 4–6s across 1,000+ test queries. • Designed an async FastAPI backend with persistent session memory and modular RAG orchestration, scaling to 500+ concurrent sessions without performance degradation. • Building end-to-end Evals and Observability infrastructure for multi-agent systems using OpenTelemetry protocols — covering trace collection, span-level metrics, and agent behavior analysis.
Education
IGIT Sarang, Odisha
B.Tech
Electronics and Telecommunication Engineering
Final Year Project: Sink-hole Attack Detection using VANET Simulation Data