On behalf of Pentas Vision, a subsidiary company of Sony Semiconductor Solutions Corporation (SSS), we are seeking for an AI Research Intern who is highly analytical and driven to enhance and optimise vision-language models aligned with the business expertise and purpose.
Pentas Vision specialises in the research and development of AI and in particular - Computer Vision technologies. Our core expertise lies in integrating AI solutions with diverse Image Sensors, facilitating seamless incorporation into embedded devices like mobile phones, IoT cameras, and other relevant devices.
What you will be doing
- Design and implement Agents, including memory modules, planning modules, and tool-calling mechanisms.
- Develop a knowledge base management system for Agents, utilizing RAG (Retrieval-Augmented Generation) techniques to enhance the effectiveness of large language models.
- Build SQL Coding capabilities with strong code understanding, generation, debugging, and optimization features, adaptable to specific use cases and environments.
- Conduct in-depth research into the needs of developers, enterprise clients, and industry sectors. Gain a deep understanding of various model capabilities to define core functionalities for a large model development platform (e.g., workflow, Prompt Engineering, RAG enhancement, Agent frameworks).
- Based on the development platform, construct vertical scenario/industry solutions that deliver leading AI performance.
- Continuously track the latest advancements in Data Agents, Large Language Models (LLMs), and code completion technologies, driving the team's technical progress.
What you should have
- Bachelor's degree or above in Computer Science or a related field.
- Familiar with LLM and MLLM network architectures, with experience in deployment and acceleration across different backends such as Transformer, vLLM, and SGLang.
- Deep understanding of the LLM technology stack (e.g., LangChain, LlamaIndex, MCP).
- Experience in designing and optimizing Agent systems.
We strive to create a place for you to realise your potential and inspire you to make positive impact through innovation, smart collaboration and boundless curiosity. We are looking for people who believe that they can enrich lives and help us achieve our purpose fill the world with emotion, through the power of creativity and technology.
