DEEPTHY PATIL
Tech Data Science student and AI Engineer intern with hands-on experience building AI agents, RAG systems, and production-ready LLM applications.
About
Final-year B.Tech Data Science student and AI Engineer intern with hands-on experience building AI agents, RAG systems, and production-ready LLM applications. Skilled in Python-based agent workflows, tool calling, and retrieval pipelines to improve reliability and automation outcomes.
Delivered autonomous voice agent and other production AI solutions with integrations across CRM and APIs. Strong background in machine learning, evaluation pipelines, and workflow automation using LangChain/LangGraph and n8n to reduce manual effort and scale decision support systems.
- Joined July 2026
Industry experience
- Education
- Software & Internet
- Computers & Electronics
- Professional Services
Work experience
Architected and deployed a production-grade autonomous voice agent handling 300+ calls and 40+ leads daily using LLM reasoning, tool-calling, memory, and CRM-integrated workflows. Designed and implemented 5 agentic AI workflows with multi-step planning and context-aware decision logic for autonomous lead qualification and follow-up execution. Improved lead conversion rates from 3% to 7% by optimizing retrieval pipelines, conversation strategies, and decision flows. Reduced operational workload equivalent to 4 full-time sales representatives through 24/7 workflow automation, guardrails, and real-time enterprise system integration.
Developed and deployed two production AI solutions, including a resume-job matching engine and an image quality detection system, enabling automated decision support workflows. Built machine learning pipelines and API-driven automation systems that reduced manual effort and improved scalability of AI-powered applications. Collaborated with engineering teams to translate business requirements into deployable AI solutions and production-ready workflows.
Education
Certifications and awards
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