Rahul Vemuri

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.

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

Experience

Education

Awards

• Team of the Year Award - LTIMindtree (2023)
• NASA Space Apps 2024 Local Winner - Chester Springs
• NASA Space Apps Challenge Global Hackathon 2023 Global Finalist
• NASA Space Apps Challenge Global Hackathon 2022 Global Nominee
• Runner Up 1 in Neurohack’22 - NAUT BU at LTIMindtree
• Best Manager Award in training academy - LTIMindtree
• 3rd in Presentation Competition - 15 minutes to Fame

Skills

Languages

Certifications

Publications

1 publication