Pawan Kumar
Lead Genai Ml Engineer @Trimble Transportation
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WORK HISTORY
Lead Genai Ml Engineer @Trimble Transportation
Ulm, DE
Architect and develop cutting-edge, LLM-based agentic applications using frameworks like LangChain and LangGraph, from design to production deployment.2. Implement and optimize advanced Retrieval-Augmented Generation (RAG) pipelines, utilizing techniques like hybrid search, query translation, and fine-tuning.3. Design scalable, cloud-native AI systems with a microservices architecture, and establish robust LLM observability and monitoring using Datadog and Databricks.4. Lead and mentor engineers in building GenAI solutions, while collaborating with global, cross-functional teams in an agile environment to ensure timely delivery.
EDUCATION
Guru Gobind Singh Indraprastha University
Bachelor's degree, Computer Science
Otto-von-Guericke University Magdeburg
Master's degree, Computer and Information Sciences, General
ABOUT PAWAN KUMAR
With 7+ years of Applied AI/ML experience and currently working as a Lead GenAI/ML Engineer, I specialize in designing and deploying advanced LLM-driven agentic applications. My focus is on building scalable, robust, and responsible AI systems that address complex business challenges through frameworks like LangChain and cutting-edge RAG techniques.I have a strong track record of translating product vision into cloud-native, microservices-based architectures, ensuring scalability and reliability from design to production. My technical leadership spans the full lifecycle, from solution design to observability and monitoring with tools such as Datadog and Databricks.Deeply engaged with the fast-evolving AI landscape, I stay current with fine-tuning, RLHF, and prompt engineering innovations. I’m equally passionate about mentoring and enabling teams, fostering technical excellence, and driving delivery of high-impact AI solutions.Beyond my role, I contribute actively to the ML and GenAI community on GitHub and Medium, believing in open collaboration and knowledge sharing as the cornerstone of building the future of AI.
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