KaalNiti

Systems · Time · Power · Failure — consequences over intent

— Aniket Pal —

About

Aniket Pal

Backend Engineer · Systems Thinker · Builder

I design backend systems and AI pipelines that hold up when things get messy — APIs under load, RAG that retrieves the right thing, agents that don't spiral. Self-taught, project-driven, and more interested in what breaks than what looks good in a demo. Everything here — the builds, the writing, the failures — is the real working record, not a highlight reel.

Aniket Pal
Aniket Pal · Delhi, India · Backend Engineer

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Projects I've shipped

Selected Work

2025 · Selected Work

DevProxy

A high-performance HTTP proxy written in modern C++ — connection pooling, an epoll event loop, and a config language small enough to memorize.

C++17 epoll Sockets CMake

DevProxy is an HTTP/1.1 forward and reverse proxy built from raw sockets up. It runs a single-threaded epoll-based event loop per core, keeps upstream connections alive in a slab-allocated pool, and reloads configuration on SIGHUP without dropping in-flight requests. Structured access logs ship as newline-delimited JSON. Built to understand exactly what nginx does for me — and what it costs.

Related article → The Architecture of Failure

2025 · Selected Work

BNS RAG

A biomedical retrieval-augmented generation pipeline that answers clinical questions with citations, not confidence.

Python Ollama ChromaDB FastAPI

BNS RAG ingests biomedical literature, chunks it with section-aware splitting, embeds passages into ChromaDB, and serves grounded answers through a locally hosted Ollama model. A reranking stage filters retrieved passages before generation, and an evaluation harness scores every answer for citation faithfulness. The reranker cut hallucinated references by roughly 60% in testing.

Related article → Flow State

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