{Zayn Korai}
<summary>
//Software Engineer (AI/ML) with 6+ years of experience building building Software products, lately agentic AI systems.
//Focus on latency, cost, and security across cloud-native
//Proven track record architecting scalable pipelines processing 500+ messages/second and 10,000+ daily user interactions.
//Experienced in full-stack backend development across fintech, DevOps, and infrastructure monitoring domains.
<experience>
<Software Engineer (AI/ML)>
<SudoConsultants, UAE (Remote)>
<Jan 2021 — Dec 2025>
//Architected and productionized agentic AI systems using LangChain orchestration, vector search, and tool-calling for real-world workflows.
//Built scalable LLM pipelines with memory, caching, evaluation, and feedback loops optimizing latency, cost, and reliability.
//Integrated AI agents with data, APIs, and infrastructure (PostgreSQL, Redis, AWS) while enforcing security and observability.
//Developed asynchronous data ingestion and ML-triggered workflows processing 500+ messages per second.
//Built critical communication systems using AWS SES, SNS, Lambda, scaling to 10,000+ daily interactions.
//Created a secure internal CLI in Golang with HashiCorp Vault and ConsoleMe for 100+ internal users.
<Software Engineer (Backend)>
<MagicCube Inc, USA (Remote)>
<Jun 2021 — Jun 2023>
//Forward deployed by SudoConsultants to a US-based fintech company.
//Engineered RESTful APIs using Golang and MongoDB for seamless fintech integrations with full regulatory compliance.
//Integrated major payment gateways (Elavon, Cybersource, TSYS, Heartland, Shift4) with PCI-DSS compliant tokenization.
//Scaled the transaction pipeline to support tens of thousands of concurrent daily transactions with fault tolerance.
<DevOps Engineer>
<Fetchsky Technologies>
<Feb 2020 — Dec 2020>
//Introduced automation using IaC, Bash, and Ansible configuration management.
//Deployed two end-to-end microservice-based infrastructures on AWS with GitOps.
//Performed Elasticsearch cluster tuning, reducing production cluster cost by 30%.
//Managed infrastructure as code, container builds, and secrets management with Vault.
<Software Development Engineer>
<Cloud9 Networks>
<Apr 2019 — Jan 2020>
//Developed three modules for network/systems monitoring to help customers achieve 99.9% SLA.
//Rewrote reporting API in Node.js with SQL optimization and caching, reducing response times from minutes to under 20 seconds.
//Implemented CI/CD pipelines with automated testing, rollback strategies, and environment-specific configuration.
//Designed an interactive dashboard with D3 and Vis.js, improving monitoring response time by 15%.
<education>
<BS Computer Science>
//SMI University, Karachi
//2015 — 2018
//Coursework: Programming, Database Systems, Operating Systems, Software Development
<skills>
//AI & ML: LLMs, RAG, LangChain, OpenAI API, Gemini API, Hugging Face, Agents, Self Improving Agents
//Backend: Golang, Node.js, TypeScript, Fastify, PostgreSQL, Redis, MySQL, Python (FastAPI/Flask)
//Cloud & Infrastructure: AWS (S3, DynamoDB, SES, SNS, Lambda, EC2, ECS, EKS), Docker, Kubernetes
//DevOps & Tooling: CI/CD, IaC, HashiCorp Vault, GitOps, Linux