As a dynamic and versatile engineer, I specialize in Generative AI, DevOps, and SysAdmin, bringing cutting-edge solutions to complex challenges. My expertise spans building advanced AI systems, deploying robust pipelines, and ensuring secure, compliant infrastructure. Generative AI Expertise: - Designed and built a RAG (Retrieval-Augmented Generation) observability platform, enhancing the effectiveness of RAG systems. - Deployed and configured Vespa Vector DB, optimizing vector storage and retrieval workflows. Developed advanced search methods and designed API endpoints for managing Vector DB operations (uploading, deleting, searching), improving RAG functionality. - Created ad-hoc scripts to derive actionable insights from RAG evaluation statistics. - Achieved 80% accuracy in building a RAG for VoNR documents and 95% accuracy for a RAG on the - Hotpot dataset, surpassing all known RAG systems globally. - Deployed and maintained critical components like LLM Service and LLM Playground, ensuring seamless integration and high performance. DevOps and Big Data Achievements: - Spent 2.5 months mastering DevOps principles, deploying an end-to-end Big Data processing pipeline on the CETIN cluster of 12 servers within 3 weeks. - Configured and integrated tools such as Apache NiFi, Apache Spark, Grafana, and HDFS to enable seamless data processing, monitoring, and storage. - Delivered scalable and efficient solutions for distributed computing and data workflows. SysAdmin Expertise: - Gained expertise in SysAdmin skills over 3 months, focusing on identifying and resolving OS-level vulnerabilities. - Successfully fixed vulnerabilities on a cluster of 27 servers at True Thailand, achieving 90% CIS Benchmark compliance within 2 weeks. - Ensured enhanced system security and compliance through meticulous planning and execution. My journey reflects a deep commitment to learning and innovation, consistently bridging the gap between theoretical knowledge and real-world application. With hands-on experience in Generative AI, DevOps, and SysAdmin, I am driven to create impactful, scalable, and secure solutions for today’s technological challenges.As a dynamic and versatile engineer, I specialize in Generative AI, DevOps, and SysAdmin, bringing cutting-edge solutions to complex challenges. My expertise spans building advanced AI systems, deploying robust pipelines, and ensuring secure, compliant infrastructure. Generative AI Expertise: - Designed and built a RAG (Retrieval-Augmented Generation) observability platform, enhancing the effectiveness of RAG systems. - Deployed and configured Vespa Vector DB, optimizing vector storage and retrieval workflows. Developed advanced search methods and designed API endpoints for managing Vector DB operations (uploading, deleting, searching), improving RAG functionality. - Created ad-hoc scripts to derive actionable insights from RAG evaluation statistics. - Achieved 80% accuracy in building a RAG for VoNR documents and 95% accuracy for a RAG on the - Hotpot dataset, surpassing all known RAG systems globally. - Deployed and maintained critical components like LLM Service and LLM Playground, ensuring seamless integration and high performance. DevOps and Big Data Achievements: - Spent 2.5 months mastering DevOps principles, deploying an end-to-end Big Data processing pipeline on the CETIN cluster of 12 servers within 3 weeks. - Configured and integrated tools such as Apache NiFi, Apache Spark, Grafana, and HDFS to enable seamless data processing, monitoring, and storage. - Delivered scalable and efficient solutions for distributed computing and data workflows. SysAdmin Expertise: - Gained expertise in SysAdmin skills over 3 months, focusing on identifying and resolving OS-level vulnerabilities. - Successfully fixed vulnerabilities on a cluster of 27 servers at True Thailand, achieving 90% CIS Benchmark compliance within 2 weeks. - Ensured enhanced system security and compliance through meticulous planning and execution. My journey reflects a deep commitment to learning and innovation, consistently bridging the gap between theoretical knowledge and real-world application. With hands-on experience in Generative AI, DevOps, and SysAdmin, I am driven to create impactful, scalable, and secure solutions for today’s technological challenges.