CyberNovas

hinglish-tts. Python

handscript. change handwritten pdf into typed beautiful pdf

natscore. Preference-supervised naturalness scorer for modern neural TTS . best way to measure naturalness

nanogpt-aurora-tst. Clearing the nanoGPT speedrun's 3.28 val-loss target on one H200 by stacking the Aurora optimizer and Token Superposition Training (TST) on an untouched Transformer.

brainrot-factory. Python

Dating-Matchmaker-AI-for-LinkedIn-. linkedin matchmaking dating using llms

postforge. Self-improving LinkedIn content engine — multi-agent simulation, EMA weight calibration, 10-persona debate threads, cron automation. Built for Indian SMBs. visit humanless.site

hrm-vall-e. Does HRM-style hierarchical recurrence beat a matched-parameter transformer on audio tokens? A head-to-head experiment.

numpygrad. GPT-2 train from scratch in pure NumPy, verified against PyTorch. I have written a blog explaining all the math. Check out the website.https://x.com/HarshalsinghCN/status/2055154124535287829?s=20

mini_alphafold. mini alphafold from scratch

rag_from_scratch. Rag implementation from scratch without any framework like langchain or llamaindex

RentLease. chatbot for tenants and landlords

twitter-memory. MV3 Chrome extension that captures your Twitter attention log — tweets, sessions, dwell time — into a local SQLite DB with daily markdown exports.

tweetmark. An Agent Skill (Claude Code + Codex) that turns your X/Twitter bookmarks into a local, searchable, plain-markdown knowledge base with a command-palette UI. No login, no API keys, all on disk.