Research Opportunities
Distributed Systems
Work description
* Deployment of standard AI models on top of Microcontroller units (MCUs) and Multiprocessor units (MPUs), namely from Texas Instruments' SK-AM6X series, and STMicroelectronics STM32 series.
* Assessment of the portability possibilities for AI models across different AI accelerators.
* Evaluation of the impact and applicability of ONNX protocols for interoperability.
* Evaluation of the acceleration performance of the MCUs.
* Detailed reporting, including performance results, execution limitations, and the possibility for interoperable execution for several model classes.
The tasks described in this working plan demand the application and development of concepts and techniques in Software Engineering which are usually introduced in curricular units included in the curricula of the Licenciatura em Engenharia Informática studies and of the Licenciatura of Ciências da Computação studies.
Academic Qualifications
* Currently enrolled in the BSc Degree in Informatics Engineering Sciences, Computer Science or equivalent.
Minimum profile required
* Experience with benchmarking tools for data processing systems.
* Written and spoken proficiency in Portuguese and English languages.
* Experience with C, C++ or other programming language that is adequate to MCU and MPU programming.
Preference factors
* Knowledge / experience with the ONNX protocol.
* Experience on the application and tuning of Machine Learning using hardware acceleration.
Maintenance stipend:
€ 651.12, according to the table of monthly maintenance stipend for FCT grants, paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants of INESC TEC and Annex II), up to a maximum limit of 50% of the monthly maintenance stipend.
INESC TEC supports costs with registration, enrolment or tuition fees, during the grant duration, under the terms established in the internal document: "Payment of Tuition fees to grant holders".
The grant holder will benefit from health insurance, supported by INESC TEC.
Application Period
Since 15 Jan 2026 to 28 Jan 2026
Centre
High-Assurance Software
Scientific Advisor
Fábio André Coelho
What we offer
* Multicultural and collaborative environment
* A multicultural, international and collaborative environment that makes it easier to exchange ideas, work in networks and create synergies.
* International projects
* The possibility of working in international projects with some of the most important companies in the field.
* Mentoring
* Mentoring with the best researchers in the fields of electrical and industrial engineering, bioengineering, information technology and physics.
* Self Improvement
* The possibility of participating in international conferences, workshops, seminars and vocational training.
* Other Benefits and Perks
* Flexible working time, health insurance, discounts in hotels, transportation, etc.
* Informal Events
* Annual informal events, such as the multicultural party.
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