Intern, Multimodal Sensing for Smart Home Applications

**Company Description** Robert Bosch (South East Asia) Pte Ltd is a regional subsidiary of the Bosch Group, representing the Group's interests in Southeast Asia where it is present in all ASEAN member countries. Business operations in these countries report to Robert Bosch (South East Asia) Pte Ltd, located in Singapore. Bosch has been present in Southeast Asia since 1919, with diversified businesses in the company's four business sectors - Mobility Solutions, Industrial Technology, Consumer Goods, and Energy and Building Technology. Bosch's strategic objective is to improve quality of life with products and services that are innovative and spark enthusiasm. In short, Bosch creates technology that is “Invented for life.” **Job Description** * Collaborate with product owners, cross-functional team members in conducting research, and implementing machine learning models in the smart home living space in the food preparation and home wellbeing domains. * Create smart home applications that leverage information fusion and multimodal sensing technologies. * Develop innovative solutions in combining, analyse and interpret complex time series and visual datasets in discrete and time-series format to enhance user interactions and experiences. * Hands-on in integrating sensor hardware data, and optimizing the system for seamless device communication network. * Support team members and perform experimental design using customised apparatus. **Qualifications** **Requirements** * Undergraduate or Postgraduate studies in Engineering, Computer Science or a related field. * Experience in ML frameworks (Hugging Face Transformers, tensorflow), computer science, and data analysis. Experience with large language models, both encoder and decoder type is a bonus but not mandatory. * Familiarity with multimodal sensing technologies, including visual processing and time series. * Proficiency in programming languages such as Python, or C\+\+. * Understand and deploy Internet of Things (IOT) devices, communication protocols (I2C, SPI, and USB), embedded systems and environment sensors. * Propose and develop machine learning algorithms or grey or black-box modeling to conduct sensor data analysis. * Strong analytical and problem-solving abilities to troubleshoot and optimize system performance. **Eligibility:** * Candidate should fulfil the visa requirements for employment in Singapore + http://www.mom.gov.sg/passes-and-permits/work-pass-exemption-for-foreign-students * Applicant must be enrolled throughout internship period, or plan to pursue further studies * For foreign students studying overseas, you must be eligible for the Work Holiday Programme (WHP) + http://www.mom.gov.sg/passes-and-permits/work-holiday-programme/eligibility