chisty.dev / #intro
#intro
Intro
Chisty
I build AI systems
that hold up
outside the demo.
Photo: Unsplash
Portfolio
Projects that left the notebook
Demos first — the builds that show how I think. Switch tabs for roles.
Kairo
Local terminal coding agent that asks, edits, and verifies — with your approval
A Rust CLI/TUI agent for scoped bugfixes and repo Q&A. Ask mode stays read-only; agent mode plans, edits, and verifies inside the workspace, defaulting to confirm-before-edit so it never flies unsupervised.
- Ask vs agent modes with workspace-scoped tools
- Edit policies and approval prompts before first write
- Installable binary — no Rust toolchain required for users
Rust, Tokio, DeepSeek, Crossterm, Ratatui
Demo · click for sound · Kairo
All projects
AI Engineer Intern
Empowering Energy
esap.ai ↗Remote · Saudi Arabia
Production LLM systems for ESAP AI — grounded RAG, real-time voice and chat agents, and the APIs behind them.
- Shipped production LLM systems end to end: retrieval, agent orchestration, APIs, data models, and frontend
- Built grounded RAG with hybrid retrieval, embeddings, and refusal logic so answers stay source-verified
- Developed low-latency voice and chat agents plus configurable flows that wire external APIs into workflows
- Owned FastAPI and Express services on PostgreSQL — auth, payments, and Docker cloud deploy
Python, TypeScript, FastAPI, Express, PostgreSQL, LangChain, Next.js, Docker, Stripe
E2E
Delivery
Voice+Chat
Modalities
Hybrid
Retrieval
Scope
- 01Shipped production LLM systems end to end: retrieval, agent orchestration, APIs, data models, and frontend
- 02Built grounded RAG with hybrid retrieval, embeddings, and refusal logic so answers stay source-verified
- 03Developed low-latency voice and chat agents plus configurable flows that wire external APIs into workflows
- 04Owned FastAPI and Express services on PostgreSQL — auth, payments, and Docker cloud deploy
Tenure
Aug 2025 — Present
Engagement
Internship
All roles