Senior Software Engineeer
Hakkoo Technology Ltd.
Aug 2024 - Sep 2025 (1 year 2 months)
⢠Designed and implemented Retrieval-Augmented Generation (RAG) in Next.js for custom chatbots with dynamic document citation and display; integrated multilingual Hugging Face embeddings and PostgreSQL pgvector for vector storage, similarity search and ranking, boosting contextual accuracy. Deployed robust, secure, and scalable infrastructure on Google Cloud Platform (Vertex AI, Compute Engine, load balancers, Cloud Armor, firewall rules).
⢠Deployed and optimized open-source Large Language Models (LLMs), utilizing Ollama and vLLM, and containerized environments with Docker and scalable cloud infrastructure on Google Compute Engine.
⢠Expertise in leveraging OpenAI API and platform for developing AI agents, including agent orchestration, fi