Hi there, I'm Shraman!
I'm a Backend Engineer focused on building high-concurrency, real-time systems. I enjoy turning complex architectural problems into clean, scalable code.
🔭 I’m currently working on
Zenith, a high-performance hybrid search engine built in Go that combines lexical inverted indexes with semantic vector embeddings.
👯 I’m looking to collaborate on
Open-source Go projects focused on database internals, distributed systems, or high-throughput networking.
🤝 I’m looking for help with
Optimizing vector similarity search at scale and exploring advanced indexing structures like Finite State Transducers.
🌱 I’m currently learning
The nuances of concurrency primitives in Go and how to bridge the gap between traditional Information Retrieval and Modern AI logic.
💬 Ask me about
Building search engines from scratch, the mechanics of stemming and N-grams,also using modern retrieval techniques to make my database rank it's searches better or why I prefer Go for backend infrastructure.
⚡ Fun fact
I once spent a whole night hunting a "ghost" in my search results only to realize my stop-word list was too aggressive and was deleting my query before it even started.
