Helin
Cagine.
engineer, doing things.
On X
@helincuratesWriting
substack.com/@helincuratesEssays and notes on technology, systems, and ideas.
Read on Substack →Selected Work
github.com/helincesxyzChatGPT Cheater Detection
Unsupervised outlier detection pipeline identifying cheaters across FPS games using GPT-based feature extraction.
HA Compiler
Compiler for a DSL for self-hosted smart home automation. Flex → Bison → semantic analysis → Home Assistant YAML codegen.
Gaba Hyperliquid Testnet
Multi-wallet execution layer for Hyperliquid perpetuals and Hyperlend — Hackathon MVP.
Perp DEX Analytics
Database model and SQL queries to retrieve and compare data across Hyperliquid, GMX, and EdgeX.
Papers
Detecting Cheating In FPS Online Games Using GPT Technologies
May 2023PCA, KNN, Isolation Forest, and LOF on 7,000+ FPS gameplay records, enhanced with GPT-based feature extraction.
Rank Classification and Canonical Forms over Prime Fields
Dec 2025Tensor ranks and canonical forms over finite prime fields Fₚ, with connections to post-quantum cryptography and error-correcting codes.
Elsewhere
I run @helysbookclub — a space for literary and visual culture on X and Instagram.
Music enthusiast. I curate playlists for every mood, season, and state of mind.
Listen on Spotify →