NEW DELHI RAHUL MALIK VOL. I

I build machines that read, and pages that think.

Independent AI developer & full-stack engineer, New Delhi. Custom AI systems, hand-built websites, automation pipelines — commissions open.

headline set in Newsreader; weights set by a 600,448-parameter transformer, live, on your device · hover a letter to see what it read

with scripts running, a 600,448-parameter transformer weighs every letter of this headline — the annotated edition lives in the inside pages

The same sentence, read by the machine as it learns — scroll through the run

fetching earlier selves of the model…

In this edition

Custom AI systems

Retrieval pipelines over your documents, model evaluation and fine-tuning, language-model features built into your product. The reference build runs in production: 1.3 million chunks, answers with receipts.

Fresh specimen — sampled at press time

ckpt 6,000 · temp 0.8 · top-k 12
CONTINUED — GALLEY PROOF §2, THE MARGINAL MODEL →

Automation pipelines

Scraping and data curation, document processing, programmatic publishing. The corpus behind the billion-parameter model — 257,918 articles — was collected by pipelines like the ones I build for clients.

This page, auditing itself

measuring…

CONTINUED — GALLEY PROOF §4, METHOD →

Filed from New Delhi — 28°36′N 77°12′E

REMOTE-FIRST · IST +5:30 · REPLIES WITHIN 24H

Selected results — abridged

FigureClaimEvidence
109 params Language model designed and trained entirely from scratch, on consumer hardware plus free cloud quota. In beta. evidence →
1.3 M chunks Production retrieval pipeline — FAISS, multilingual BGE-M3 — behind a working research assistant. evidence →
1 paper Provenance-Conditioned Attention, co-authored with Dr. Bibhushana Poudyal — on Zenodo. DOI →
32 / 250 Kaggle, top 13% — LLM-assisted metadata extraction from scientific papers; one of 10+ competitions. evidence →

the unabridged ledger, with every figure computing →

The exhibits — three rooms, one machine

The same 600,448 parameters that set this page's headline, given three rooms of their own. Every motion below is real computation.

The pressroom — website development, shown not told

Commissioning a site? These three rooms are the pitch: cinema-grade choreography, hand-written, no motion library.