--- title: "Ketan Ghumatkar - Senior Engineer in Pune/Pimpri-Chinchwad Area | Tal" description: "Meet Ketan Ghumatkar, AI Enable Engineer | Agentic AI Systems | LLM, RAG, Multi-Agent Orchestration | 10x Engineering Productivity | Engineering Leadership based in Pune/Pimpri-Chinchwad Area. AI stack includes claude code, elevenlabs, and grok. Explore public work links including github." image: "https://tal.club/meet/ketan-ghumatkar/share-image" --- # Ketan Ghumatkar on Tal ## Headline AI Enable Engineer \| Agentic AI Systems \| LLM, RAG, Multi\-Agent Orchestration \| 10x Engineering Productivity \| Engineering Leadership ## About I build and scale AI\-native systems — from LLM\-powered platforms to fully agentic workflows that automate complex engineering and business processes\. With 14\+ years in software engineering and architecture, I’ve evolved from building distributed systems to designing end\-to\-end AI systems not limited to but specialized in LLMs, RAG, and multi\-agent orchestration\. Recently, I’ve been focused on: \- Designing agentic AI systems that automate software development workflows end\-to\-end \- Building LLM\-powered automation for customer operations, reducing manual workload by 30% \- Creating multi\-agent architectures that plan, execute, review, and optimize tasks with minimal human input \- Improving engineering productivity by \~10x using AI\-assisted workflows At Avaamo, I led the transition from traditional NLP chatbots to LLM and RAG\-based conversational AI systems, including: \- Building an internal LLM knowledge base \(RAG pipeline\) skill for enterprise client \- Designing LLM evaluation frameworks based on RAGAS \(faithfulness, correctness\) \- Delivering live agent platforms generating $2M\+ revenue I enjoy working at the intersection of: AI system design engineering leadership real\-world product impact mentor and leading engineering ## Location Pune/Pimpri\-Chinchwad Area ## AI stack claude code elevenlabs grok langchain langgraph langsmith ## Work experience Senior Engineer at Jiffy\.com, Jul 2025 \- Present · 1 yr 4 mos, California, United States, Working on building agentic AI systems and AI\-driven automation across engineering and customer operations\. \- Architected agentic AI orchestration system enabling \~10x engineering productivity \- Built LLM\-based customer support automation reducing 30% manual workload \- Designed multi\-agent workflows for development, debugging, and testing \- Enhaced Customer support system by resolving 150\+ with parallel execution in short period Software Engineering Manager at Avaamo, Aug 2023 \- Jun 2025 · 1 yr 11 mos, Pune District, Maharashtra, India, \- Led the transition of enterprise chatbot platform from traditional NLP systems to LLM\-powered and agentic AI architectures, enabling more adaptive and context\-aware conversational experiences \- Architected an internal LLM knowledge base \(RAG pipeline\), handling document ingestion, embeddings, retrieval, and response generation for enterprise\-scale use cases \- Designed and implemented LLM evaluation frameworks \(faithfulness, correctness\) to ensure reliable and production\-grade AI outputs \- Managed and scaled engineering teams \(6–15 engineers\), delivering live agent products generating $2M\+ revenue while improving system quality and team productivity Senior Technical Architect at Avaamo, Mar 2021 \- Jul 2023 · 2 yrs 5 mos, Pune District, \- Architected and scaled high\-throughput microservices systems \(10k\+ requests/sec\), forming the foundation for AI\-driven conversational platforms \- Designed and optimized cloud\-native infrastructure \(AWS, Kubernetes\), improving system uptime \(90% → 98%\) and reducing cloud costs by \~30% \- Led zero\-downtime database migrations and performance optimizations, significantly improving system scalability and reliability \- Built early LLM and embeddings\-based integrations for conversational and voice use cases, laying the groundwork for later RAG and agentic AI systems Technical Architect at Avaamo, Nov 2019 \- Mar 2021 · 1 yr 5 mos, Pune/Pimpri\-Chinchwad Area, \- Optimized JavaScript\-based microservices architecture, improving API response time by 3x and enhancing overall system performance \- Led zero\-downtime migration from MySQL 5\.7 to Amazon Aurora MySQL 8\.0, ensuring high availability and improved database scalability \- Designed and deployed scalable microservices architecture for LLaMB, increasing system uptime from 90% to 98% \- Drove infrastructure and performance optimisations, including Kubernetes migration \(reducing cloud costs by \~30%\) and application refactoring \(boot time 60s → 20s, container size reduction\), while building early LLM\-based PoCs \(OpenAI real\-time API\) for voice workflows Head Of Engineering at Treeni Inc, Sep 2017 \- Nov 2019 · 2 yrs 3 mos, Pune Tech Lead Manager at Treeni Inc, Sep 2015 \- Aug 2017 · 2 yrs, Pune Area, India, Lead team of technology enthusiastic, develop a strategy the team will use to reach its goal and targets, focused on there overall growth and interest\. Senior Software Engineer at Haptiq, Mar 2015 \- Aug 2015 · 6 mos, Greater Bengaluru Area, Worked with emerging US\-based startup for designing API services for mobile platform Web Engineer, Software Developer at Haptiq, Dec 2012 \- Feb 2015 · 2 yrs 3 mos, Pune Area, India, Developed complex web application with ruby on rails, nodejs, angularjs, etc\. working on various emerging web trends with excellent user interface\.\.\. ## Education Master of Engineering, Computer Software Engineering, Birla Institute of Technology and Science, Pilani Bachelor of Engineering, Computer, G\.H\. Raisoni Societys, College of Engineering and Management,Pune ## Public links - github: https://github\.com/ketanghumatkar [View the original profile](https://tal.club/meet/ketan-ghumatkar) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Person", "@id": "https://tal.club/meet/ketan-ghumatkar#person", "name": "Ketan Ghumatkar", "url": "https://tal.club/meet/ketan-ghumatkar", "image": "https://tal.club/meet/ketan-ghumatkar/profile-photo.jpg", "description": "Meet Ketan Ghumatkar, AI Enable Engineer | Agentic AI Systems | LLM, RAG, Multi-Agent Orchestration | 10x Engineering Productivity | Engineering Leadership based in Pune/Pimpri-Chinchwad Area. AI stack includes claude code, elevenlabs, and grok. 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