Birla Institute of Technology and Science, Pilani
Just Landed
2 days ago
PhD Opportunity in Energy-Efficient Edge AI Hardware and Transformer Accelerator Design at BITS Pilani Birla Institute of Technology and Science, Pilani in India
Degree Level
PhD
Field of study
Computer Science
Funding
PhD fellowship support is provided under BITS Pilani norms. The post lists JRF support of ₹37,000 per month and SRF support of ₹42,000 per month, with duration as per institute norms.
Deadline
Oct 5, 2026
Country
India
University
Birla Institute of Technology and Science, Pilani
How do I apply for this?
Sign in for free to reveal details, requirements, and source links.
Apply for this position
Keywords
Suggested positions
About this position
PhD Research Opportunity at Birla Institute of Technology and Science, Pilani (BITS Pilani), Pilani Campus, Rajasthan under CREST (Center for Research Excellence in Semiconductor Technologies).
The project is titled “A Reconfigurable Sparse-Quantized Transformer Accelerator for Energy-Efficient Edge AI Inference.” The research sits at the intersection of Electrical Engineering and Computer Science, with strong emphasis on Edge AI, Transformer accelerator design, VLSI, FPGA prototyping, ASIC hardware design, computer architecture, sparse computing, and quantization.
The work aims to develop hardware accelerators for efficient Transformer inference on edge devices, addressing memory, power, and compute constraints. Planned technical directions include dynamic sparse data encoding (CSR), sparse fixed-point processing elements, hardware-based workload balancing, FPGA prototyping, and silicon-ready ASIC/IP core development.
Eligibility includes an M.E./M.Tech/M.S. in Electronics, Communication, Instrumentation, Computer Science, or allied areas, or a B.E./B.Tech in Electronics, Instrumentation, Communications, or allied areas. Desired background includes digital design, VLSI architecture, computer architecture, FPGA/ASIC design, and machine learning fundamentals. GATE is preferred but not mandatory.
Funding support is listed as JRF ₹37,000/month and SRF ₹42,000/month, with fellowship duration as per BITS Pilani norms.
Application deadline: 5 October 2026. Interested candidates should apply using the provided link and may contact Dr. Ramesh Sambangi at [email protected] for queries.
Funding details
PhD fellowship support is provided under BITS Pilani norms. The post lists JRF support of ₹37,000 per month and SRF support of ₹42,000 per month, with duration as per institute norms.
What's required
Applicants should have an M.E./M.Tech/M.S. in Electronics, Communication, Instrumentation, Computer Science, or allied areas, or a B.E./B.Tech in Electronics, Instrumentation, Communications, or allied areas. Desirable preparation includes digital design and VLSI architecture, computer architecture, FPGA/ASIC design, and machine learning fundamentals. GATE qualification is preferable but not mandatory.
How to apply
Submit an application through the provided LinkedIn short link. For questions, contact Dr. Ramesh Sambangi by email.
More information can be found here
Ask ApplyKite AI
Professors
How do I apply for this?
Sign in for free to reveal details, requirements, and source links.