/ 5 min read / project
Your 4K Context Window Might Only Be 300 Bengali Words
My Bengali tokenizer benchmark found that a 4K window can mean 2,786 words or 299 words depending on the tokenizer.
Systems Engineer
Hey, I'm Shifat
I build tools for search, audio, and infrastructure, then write about what I learn along the way. Mostly Rust, Go, and Python.
What I work on
Search Systems
Audio Pipelines
Infrastructure
Developer Tools
Recent posts
View all → / 6 min read / project
I Scanned 20 MCP Server Configs for Security Vulnerabilities. 95% Failed.
I built a security scanner that maps findings to the OWASP MCP Top 10. Here's what it found.
/ 6 min read / project
I Built a Git-Push-to-Everywhere Content Pipeline
A single git push cross-posts to Dev.to and Hashnode, generates social content for X, LinkedIn, and Reddit, and tracks everything in a content ledger.
/ 2 min read / opinion
Hello World: Why I'm Starting a Blog in 2026
After years of building in silence, I'm finally writing about what I build and what I learn.