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Shahriar Iqbal Sazid

@shahriariqbalsazid

Computer Science student at Brac University researching a KV-cache eviction policy that reduced memory use by 14.5% to 24.1%.

Bangladesh

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What I'm looking for

I’m interested in contributing to the next generation of accessible, high-performance AI infrastructure, tackling data engineering challenges and learning and teaching along the way.

At Brac University, I researched a training-free KV-cache eviction policy for pretrained language models. My block-staged pruning schedule used per-head attention scoring and maintained 14.5% to 24.1% less memory during ingestion than fixed-budget baselines.

As a Student Tutor at Brac University, I supported faculty and students through grading assistance, consultation hours, and lab sessions. I’ve also built projects ranging from an x86 Assembly benchmarking game suite to a 3D game in Python and PyOpenGL.

Experience

Work history, roles, and key accomplishments

Student Tutor

Brac University

Feb 2025 - Sep 2026 (1 year 7 months)

Provided academic support across selected courses by working closely with faculty and students. Conducted consultation hours and provided hands-on support during laboratory sessions.

Communication Skills Collaboration Problem Solving Teaching Grading Laboratory Support