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Rahul Vemuri
Mid-level Data Engineer specializing in AI/ML, RAG systems, and cloud data pipelines
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About
Built a production lead-generation system using AI agents that researches the internet for relevant leads and integrates RAG-based contact enrichment/shortlisting aligned to existing CRM data, enabling sales reps to focus more on selling. Also has hands-on AWS data orchestration experience (Glue, Step Functions) moving raw data into Redshift and evaluates agent performance with human-in-the-loop plus BLEU/perplexity metrics.
Experience
Education
Key Strengths
- Built and deployed AI-agent lead generation system that reduced sales time spent prospecting
- Implemented RAG-based contact shortlisting using similarity to existing CRM contacts
- Designed AWS Glue + Step Functions pipelines ingesting raw data into Redshift
- Applied human-in-the-loop plus automated evaluation (BLEU, perplexity) for agent testing
- Used chain-of-thought prompting and agentic RAG to reduce hallucinations and improve grounding
- Delivered user-friendly AI solution for non-technical sales stakeholders
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