Tiago Luís Mota

-> Lead successful projects from ideation to delivery. -> Coordinate with stakeholders to align business goals. -> Define technical roadmaps, ensure code quality and delivery timelines. -> Mentor and guide the team of developers. -> Focused on GenAI / GenOS and Computer Vision projects.

-> Designed and built production public-facing AI agents end-to-end and multi-agent orchestration (A2A protocols). -> Deployed and maintained services on Kubernetes. -> Set up observability and LLM evaluation pipelines to monitor and measure agent performance in production.

-> Working with the largest european defense drone supplier. -> Development of Computer Vision based localization algorithms for autonomous unmaned aircrafts (UAVs) in GNSS-Denied environments - from R&D to deployment on real-time systems. -> On site flight testing and real-time problem solving. -> Collaboration with cross-disciplinary teams (hardware, onboard systems, software, etc).

-> Designed and programmed an autonomous racing car from scratch. -> The main working tools were ROS and Python. -> Required the use of different sensors: LiDAR, odometry and IMU. -> Development of autonomous driving algorithms, controllers, SLAM, and sensor fusion methods.

-> FST Lisboa develops autonomous, electric formula racing cars for the Formula Student Competition. -> Developed different electronic units (PCBs - Printed Circuit Boards) for the racing cars using ALTIUM and LTSpice and consequently on site testing of the electronic units. -> Embedded systems programming, mostly dsPIC and STMs and the use of the CAN bus communication protocol. -> Cable manufacturing and general assembling of the racing car. -> On track testing of the racing car and general problem solving. -> Tutored recruits of the Electronics department mostly on how to use Altium and how to perform embedded systems programming.

-> Training to integrate the electronics department of FST Lisboa. -> The training consists on learning the skills needed to work for the team, for example: learning how to work with ALTIUM, the PCB (Printed Circuit Board) Layout Designer used by the team or working with microchip's dsPIC series. -> My recruitment's project consisted on conceiving and designing a component called PDU (Power Distribuition Unit) for the next year's prototype racing car.

-> Building and assembling control and power distribuition solutions via industrial electrical switch panels.

Master’s thesis “Multimodal approach for renal cancer prognosis with missing data” included: -> Multimodality - 3 different medical imaging modalities (3D CT, 3D MRI and 2D WSI) and tabular data (clinical and genetic). -> Weakly Supervised Learning - Multiple Instance Learning -> Deep learning architechtures. -> Early and late data fusion techniques. -> Encoder - decoder architechtures for missing data. This work resulted in a paper published in CVPR2024 (Data Curation and Augmentation in Medical Imaging event). Paper: https://lnkd.in/dfU9dgzA Code: https://lnkd.in/dTfyi9k9

Erasmus Student