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hallelx2/README.md
Halleluyah

Halleluyah — @hallelx2

Medical student. AI engineer. Builder from Nigeria.

I ship SaaS products, retrieval systems, agentic voice products, and Web3 infrastructure — often aimed at problems I've watched go unsolved in African healthcare and global developer tooling.

Vectorless Location Open to work Followers


About

I build at the intersection of AI, medicine, and decentralized systems. Medical school taught me to read pathology; a decade of tinkering taught me to ship. The two meet in the work I do: retrieval systems that reason instead of chunk, voice-first agents that triage real patients, desktop research tools for systematic reviews, and on-chain primitives for things that need to be trustless.

Most of what I finish starts as a friction point I've personally watched break down — hospital payment queues, PubMed synthesis, agent memory across sessions — and ends as a product someone else can use today.


🚀 Live Products

Product What it does Link
Vectorless Document retrieval for the reasoning era — LLMs navigate document maps instead of vector chunks. SDKs on npm + PyPI. vectorless.store
Voxtar SaaS product — closed beta. voxtar.hallelx2.com
Coursified SaaS learning platform — in build. coursified.app
Hypatia AI learning platform that teaches with generated analogies + Markmap/Mermaid visualizations. hypatia.cv
Helix AI Precision medicine application. helixai-taupe.vercel.app
AuraHealth Voice triage + Interswitch escrow for Nigerian hospital payment queues. VAPI + Gemini 2.5 Pro. aurahealth-five.vercel.app
Hallex Medical Clinician-side triage dashboard: Gemini 2.5 Pro clinical reasoning, RAG over call transcripts. st-mary-hospital-theta.vercel.app

📦 Open-Source & Packaged

Things shipped as real npm / PyPI packages with CI and live users.

Project What it does
vectorless Structure-preserving document retrieval. TS + Python SDKs on npm + PyPI. Next.js + Fastify.
context8 Collective memory for coding agents — stores solved errors in a vector DB so agents can retrieve fixes via MCP. Built on Actian VectorAI DB. (PyPI)
tytube TypeScript port of pytube: YouTube metadata, streams, captions — no API key. Node / Bun / browser. (npm, signed)
youtube-transcript-ts TypeScript port of youtube-transcript-api with translation + multi-format. (npm)
yarngpt-sdk Unofficial Python SDK for YarnGPT's Nigerian-accent TTS — 16 voices, async + CLI. (PyPI)
swarmtorch PyTorch library of 120 metaheuristic optimization algorithms (60 training + 60 HPO). GPU-accelerated, drop-in torch.optim.Optimizer. (PyPI, paper in progress)
bridgehook Zero-install ngrok alternative — forwards webhooks to localhost via browser + Cloudflare Worker relay.

🧠 Agentic Systems (private, production)

Big internal builds that aren't public yet — included so you know the scope.

  • Hercules — Desktop research agent for systematic reviews & meta-analyses. Tauri 2 + Claude Agent SDK + multi-algorithm orchestration. Three interaction modes (manual / supervised / YOLO), Zotero + Mendeley integrations.
  • Video Studio — Agent-driven launch-video generator: reads a README, renders multi-format MP4 via Remotion. Tauri 2 + Claude Agent SDK.
  • NotebookLM Clone — Full-stack document AI with RAG, podcast generation, and voice chat. Python + Gradio + FastAPI + Qdrant.
  • Enterprise AI consulting engagement (anonymized) — Built an AI call-answering system, SMS command center, and dashboard chatbot for a service-business vertical. LangGraph state machines, Twilio voice/SMS, LLM guardrails, multi-tenant DB tooling.
  • AI Automation — Bun/TS platform managing self-hosted n8n workflows via REST API.

🏥 Healthcare & Medical AI

Where my medical training shows up in the code.

  • AuraHealth · Hallex Medical · Helix AI — see Live Products above.
  • Breast-Cancer — analyzing public datasets to investigate breast cancer pathogenesis.
  • breast-cancer-detection — Streamlit classifier with radar-chart explanations + full metrics dashboard.
  • cancerag — In-silico exploration of biased agonists for high-yield cancer pathways.
  • coronavirus-drug-discovery — ChEMBL exploration for COVID drug targets.
  • child-immunization-tracking-system — immunization workflow tooling.

⛓️ Web3 — The Scrunchy Stack

A decentralized marketplace for renting game assets on Solana. Four repos, full stack.

  • scrunchy-contract — Solana Anchor programs: asset-registry, marketplace, access-control.
  • scrunchy-backend — NestJS: wallet auth, on-chain integration, rentals, Redis, cron.
  • scrunchy-cli — Python CLI that scaffolds Scrunchy into Unity/game projects with wallet auth.
  • scrunchy-frontend — Next.js marketplace UI.

Adjacent: phantomzero-vrf (Solana VRF betting), hallelx2-bank (programmable cards), chainvote (Partisia on-chain voting).


🔬 Research & ML

  • arxhimedes — SynthesisAI: PubMed research synthesis via LLMs + knowledge graphs with Graph-RAG.
  • Archimedes (hackathon) — AI-powered parametric design for robotic arms. Gemini 3 hackathon build.
  • Skill-Based Test — Research comparing skills-based personalization vs LoRA fine-tuning for AI personas.
  • gonforcement-learning — Terminal-native RL playground in pure Go: Q-learning, DQN, PPO with live Bubble Tea TUI.

🧰 Stack

Languages TypeScript · Python · Rust · Go · R AI/ML PyTorch · LangGraph · LangChain · MCP · Claude Agent SDK · Gemini 2.5 Pro · Graph-RAG · Actian VectorAI DB · Qdrant Voice VAPI · Deepgram · ElevenLabs · YarnGPT · Twilio Web Next.js 15 · Fastify · NestJS · Hono · FastAPI · Gradio Desktop Tauri 2 · Remotion Web3 Solana · Anchor · VRF Infra Neon · Drizzle · Supabase · Cloudflare Workers · QStash · R2 · Docker · Vercel · n8n


📫 Find me

⚡ Building at the edge of medicine, machines, and trust.

Pinned Loading

  1. swarmtorch swarmtorch Public

    Python 3

  2. yarngpt-sdk yarngpt-sdk Public

    Python 1

  3. bridgehook bridgehook Public

    TypeScript

  4. cancerag cancerag Public

    Forked from omicscodeathon/cancerag

    In-silico Exploration of Biased Agonists for Targeting High-yield Cancer Pathways

    Python

  5. scrunchy-docs scrunchy-docs Public

  6. vectorless vectorless Public

    Vectorless — document retrieval for the reasoning era. Structure-preserving retrieval that lets LLMs reason over document maps instead of vector search.

    TypeScript