siddhartha.work
siddhartha — bash — 80x24

Featured Projects

ContextOSAI Memory

A persistent, low-latency AI memory layer implementing the Model Context Protocol (MCP). It features a hybrid semantic retrieval engine combining BM25, graph expansion, and intent-aware ranking to provide AI agents with deep, instantaneous context across massive codebases.

969/wk
3
0
MCPHybrid SearchSQLite FTS5GraphsRanking

ThrottleXSystem

A smart API rate limiting, traffic orchestration, and quota management platform. Designed as a production-grade distributed system to eliminate rate-limit errors and maximize throughput for AI applications using Go, Redis, and gRPC microservices.

GoRedisgRPCPostgreSQLMicroservices

I'm interested in how AI changes the way software systems are designed, maintained, and scaled — especially around memory, reliability, and developer workflows.

More about my background→

Featured Blogs

View all posts →
•14 min read
MongoDB to PostgreSQL Migration: What We Learned Moving 130M Rows
We migrated 2M MongoDB documents to 130M PostgreSQL rows — not because we were broken, but because we could see the break coming. Here's the full story.
postgresqlmongodbdatabasemigration+7 more

Let's build something together.

I'm open to freelance projects, consulting, and interesting collaborations. If you have a backend infrastructure challenge or a security project — let's talk.

Get in touchDM on X