Aaron Sequeira Email & Phone Number

Bengaluru, Karnataka, India

• Primarily concerned with the development of high performance firmware to enhance inference speed of computer vision algorithms on TI-SOCs making use of on chip DSPs and optimized DMA engines.
• Developed a generic, scalable dataflow template to optimize memory usage during model execution on chip. Additionally contributed to and improved the off-chip memory manager to make better use of on-chip memory.
• Worked with deep learning architectures (CNNs, transformers) for automotive applications, including in-cabin monitoring and object detection using multimodal sensor data.
• Scaled the firmware to work across a wide range of devices with varying memory arrangements and compute units. Increased device coverage by 4x.
• Worked with customers to fine tune models for efficiently working on supported devices as well as close reported bugs on our E2E forums.
• Led a team to improve functional safety of firmware to achieve ASIL-B level compliance.

Bengaluru, Karnataka

• Ported an open-source networking stack to the Jacinto-7 series SoC for use in automobiles and optimized for low memory utilization.

Bengaluru, Karnataka, India

• Developed PCBs for various prototype circuits developed by various teams.
• Implemented a Tx-Rx test module for LoRa chip.
• Designed a smart-energy meter for usage in home appliances.

Ms Electrical And Comupter Engineering, Computer Vision

Courses: EECS470: Computer Architecture, EECS 501: Probability and Random Processes

Bachelor Of Technology - Btech, Electronics And Communications Engineering

Activities and Societies: Electronics (Charge) SIG Head (2020-21) @ ISTE-NITK | Executive Member (2019-21) @ Robotics Club (FARC)

High School Diploma, Physics

Activities and Societies: President - Gears Robotics Club (2016-17) | Events Coordinator - Operation Smile Club (2016-17) | Gift of Love.