CV

EDUCATION

Master of Science in Electrical & Computer Engineering University of Michigan, Ann Arbor, MI (Expected Aug 2027)

Bachelor of Science in Computer Engineering with Distinction Purdue University, West Lafayette, IN (Dec 2024)

RESEARCH EXPERIENCE

Undergraduate Research Assistant

ECELabs, Purdue University

Jun 2023 - Dec 2024

• Built an online FPGA learning platform used by over 200 students.
• Designed a full-stack dashboard to monitor device performance and platform usage.
• Enhanced Diagram-to-SystemVerilog and SystemVerilog-to-Diagram translation functionality by 50x.
• Implemented Design Rule Check and Linter to improve students’ design efficiency.
• Developed VGA and audio expansions for ICE 40 FPGA.

Undergraduate Research Assistant

Autonomous Motorsport Purdue, Purdue University

Aug 2023 - Dec 2024

• Assisted in research on computer vision models for autonomous racing.
• Developed a high-speed lane detection algorithm, achieving 47x faster inference speed compared to YOLOv8.
• Collaborated with the Purdue AI Racing team to integrate the algorithm into their vehicle.

TEACHING EXPERIENCE

Teaching Assistant Department of Computer Science, Purdue University

Jan 2023 - Dec 2024

• Led in-person lab sessions on C programming for over 50 students.
• Held weekly office hours and organized exam review sessions.

SELECTED PROJECTS

Senior Design

Purdue University

Aug 2024 - Dec 2024

• Led the electrical design for an autonomous vehicle, integrating custom PCBs for autonomous control and lane detection.
• Designed multi-layer PCBs to manage power distribution and communication.
• Developed microcontroller firmware in C and a lane detection algorithm in Python to interface with the Jetson Nano and other modules.

Processor Prototyping

Purdue University

Aug 2024 - Dec 2024

• Designed and prototyped a pipelined processor with cache and multicore architectures using SystemVerilog.
• Implemented multicore and cache logic, including a bus controller state machine.
• Demonstrated improved performance for a dual-threaded program on the multicore design.

The Data Mine

Purdue University

Aug 2022 - May 2023

• Partnered with the Ray Ewry Sports Engineering Center to develop a central planning tool for the International Olympic Committee.
• Implemented an ETL pipeline to process over 10,000 data entries using Python and SQL.
• Developed a full-stack web application for partners and organizers to view and consolidate data for Paris 2024.

PUBLICATIONS

• Ghosh, S., Chen, Y. H., Huang, C. H., Jameel, A. S. M. M., El Gamal, A., & Labi, S. (2024). Weighted branch aggregation based deep learning model for track detection in autonomous racing. In The Second Tiny Papers Track at ICLR 2024.
• Ghosh, S., Chen, Y. H., Huang, C. H., Jameel, A. S. M. M., Ho, C. C., Gamal, A. E., & Labi, S. (2025). A Racing Dataset and Baseline Model for Track Detection in Autonomous Racing. arXiv preprint arXiv:2502.14068. (Under Review)

CONFERENCE PRESENTATIONS

• Ghosh, S., Chen, Y.H., Huang, C.H., Jameel, A.S.M.M., El Gamal, A., Labi, S. (2024). Weighted branch aggregation based deep learning model for track detection in autonomous racing. Presented at the 12th International Conference on Learning Representations (ICLR 2024), May 7-11, 2024, Vienna, Austria.
• Ghosh, S., Chen, Y. H., Huang, C. H., Ho, C. C., & Labi, S. (2024). Purdue Vertically Integrated Program (VIP) for the Autonomous Motorsports Purdue Club. Presented at Next-Generation Transport Systems Conference (NGTS-4), Sep 2, 2024, West Lafayette, IN. (Poster)

AWARDS AND HONORS

• Electrical and Computer Engineering General Scholarship, Purdue University (2023)
• Dean’s List, Purdue University (2021-2024)
• Share with the World Award for Vertically Integrated Projects, Purdue University (2024)

TECHNICAL SKILLS

• Programming: Python, PyTorch, C, SystemVerilog, Java
• Hardware/Tools: RTL design, FPGA (iCE40), ESP32, STM32
• Languages: English (Proficient), Mandarin (Proficient)