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SUSENDRANATH MUSANI
Mid-level AI/ML Engineer specializing in GenAI, NLP, and MLOps
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About
Built and deployed an enterprise GenAI knowledge assistant over thousands of internal PDFs/reports using a RAG stack (GPT-4 + Hugging Face embeddings + vector DB) to reduce manual search and SME escalations. Uses LangGraph/LangChain to orchestrate modular agent workflows with relevance filtering and fallback handling, and applies rigorous evaluation (golden datasets, edge cases, A/B tests) with production monitoring metrics.
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Key Strengths
- Built and deployed an enterprise GenAI knowledge assistant for internal document search and summarization
- Designed and implemented RAG architecture with semantic retrieval + grounded LLM responses
- Strong LLM workflow orchestration using modular, multi-step pipelines (LangGraph/LangChain)
- Systematic testing/evaluation approach using curated queries, golden datasets, edge cases, and A/B experiments
- Metrics-driven monitoring of retrieval precision, response relevance, latency, error rates, and user feedback
- Effective collaboration with non-technical stakeholders via translating goals into measurable requirements and regular demos
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