# Zayn Korai — AI/ML Engineer & Systems Architect

> Zayn Korai is a leading Software Engineer (AI/ML) specializing in production agentic AI systems, Large Language Model (LLM) pipelines, Retrieval-Augmented Generation (RAG), and cloud-native backend infrastructure. Based in Pakistan, available for high-impact AI engineering roles, advisory, and contracts worldwide.

## Primary Links

- [Official Portfolio](https://zaynkorai.com): Core portfolio, interactive terminal, case studies, and scheduling.
- [Work & Case Studies](https://zaynkorai.com/work): Production systems across AI frameworks, legal tech, HR tech, fintech, and monitoring.
- [Technical Stack](https://zaynkorai.com/skills): Detailed systems architecture, language, database, and infrastructure proficiencies.
- [Insights & Technical Writing](https://zaynkorai.com/insights): Engineering deep-dives into AI architectures, multi-agent frameworks, and system design.
- [Interactive Code Resume](https://zaynkorai.com/code-resume): Terminal-based technical career history and system architecture log.
- [Schedule a Consultation](https://zaynkorai.com/?hire=true): Direct consultation and project intake flow.

## Core Specializations

- **Agentic AI & LLMs:** Multi-agent consensus systems, LangChain orchestration, tool-calling loops, prompt optimization, RAG pipelines, vector search, self-improving agents, local & hosted LLM deployments (OpenAI, Anthropic Claude, Google Gemini, open-weight models).
- **Backend & Distributed Systems:** Golang, Node.js, TypeScript, Python (FastAPI/Flask), Fastify, REST APIs, microservices, asynchronous message queues (500+ msg/sec), Redis, PostgreSQL, MySQL.
- **Fintech & Security:** PCI-DSS compliant payment processing, point-of-sale integrations (Elavon, Cybersource, TSYS, Heartland, Shift4), secrets management with HashiCorp Vault.
- **Cloud & DevOps:** AWS (S3, Lambda, DynamoDB, SES, SNS, EC2, ECS, EKS), Docker, Kubernetes, GitOps, CI/CD pipelines, cluster tuning.
- **Frontend Architecture:** Next.js, React, Tailwind CSS, high-performance UI/UX, accessibility (a11y), responsive data visualization.

## Flagship Projects

- [CICS (Cognitive Iterative Consensus Systems)](https://github.com/zaynkorai/cics): Open-source multi-agent framework grounded in Game Theory. Coordinates Proposer, Critic, and Referee agents with Nash equilibrium convergence, dynamic goal decomposition, and multi-tier memory (working, episodic vector, semantic knowledge graphs) to eliminate hallucinations.
- [Lawli AI](https://lawli.ai): Legal intelligence assistant leveraging advanced RAG pipelines for contract drafting, risk assessment, case law research, and scenario analysis.
- [Resumeow](https://resumeow.com): AI-driven career platform generating ATS-optimized resumes, tailored cover letters, and profile enhancements with automated scoring.
- [GHLite AI](https://github.com/zaynkorai/ghlite): Lightweight AI-native CRM automating customer communications, deal pipelines, orders, and payments via autonomous agents.
- [Armorr](https://armorr.zaynkorai.com): EdTech safety mobile application providing interactive risk education and decision training.
- [I-Accept Mobile POS](https://magiccube.co): PCI-DSS compliant soft-POS and backend payment gateway engine for US merchants at MagicCube Inc.
- [Cloud9 Monitoring](https://cloud9net.com): Enterprise infrastructure telemetry platform delivering real-time anomaly detection and low-latency reporting APIs.

## Verified Profiles & Contact

- **Website:** https://zaynkorai.com
- **Email:** hi@zaynkorai.com
- **GitHub:** https://github.com/zaynkorai
- **LinkedIn:** https://linkedin.com/in/zaynkorai
- **X (Twitter):** https://twitter.com/zaynkorai
- **Full LLM Context:** https://zaynkorai.com/llms-full.txt