Aun R.
AI Engineering Lead | Generative AI, RAG, Multi-Agent Systems, LLM
I build, ship, and scale production-grade AI Agents, Multi-Agent Systems, and Enterprise RAG Pipelines that handle real-world user load with zero fluff. If you need a reliable Individual AI Engineering Lead (not an agency) who builds secure, compliant, and scale-ready AI systems rather than fragile sandbox demos, let’s talk Quick Highlights & Track Record • 1M+ Active Users (TON Foundation / Telegram): Architected the entire CX automation system, multi-agent routing on Vertex AI, Cloud Run, and real-time LLM-as-a-Judge evaluation pipelines. • Stanford Certified in AI Security: Design systems with built-in governance, prompt injection defense, guardrails, and compliance (EU AI Act, HIPAA, ISO). • 50% Efficiency Boost (Sinecure): Built multi-agent talent discovery platforms with LangChain & EU AI Act anonymization. • 40% Support Reduction (Paymob): Built Paymob’s first AI support engine; unified 20+ payment APIs cutting onboarding time by 60%. • HealthTech & PropTech: Built HIPAA-compliant call analytics (Caregenix), EHR integrations (AthenaHealth, DrChrono), and Landlord AI (Agno + WhatsApp + Stripe). Core Tech Stack & Capabilities • Agentic Frameworks & AI: Claude 3.5 Sonnet, OpenAI GPT-4o, Model Context Protocol (MCP), LangGraph, LangChain, Agno, AWS Bedrock AgentCore, Vertex AI Agents • RAG & Vector Search: Enterprise Hybrid Search (BM25 + Dense Vectors), Qdrant, Pinecone, Contextual Retrieval, Knowledge Graphs LLMOps, Evals & Security: LLM-as-a-Judge, Evals, Prompt Injection Defense, Agent Observability (Arize/LangSmith), Stanford AI Security Standards • Backend & Cloud Architecture: Python (FastAPI, Django, Flask), Node.js, AWS (Bedrock, ECS, Fargate), GCP (Vertex AI, Cloud Run, BigQuery, Firestore), Docker, Kubernetes, Microservices • Integrations & Automation: WhatsApp (Twilio), Telegram Bots, Dialogflow CX, REST, GraphQL, Stripe, Payment Gateways 🎯 Industries ServedWeb3 | FinTech | HealthTech | HRTech | PropTech | Enterprise SaaS | AdTech 📩 Let's Build Your SystemNeed a clear, no-nonsense assessment of your project's technical scope, feasibility, and architecture before spending money? Send me a message or invite me to your job post, and I'll review your setup. Artificial Intelligence, Generative AI, Large Language Models (LLM), Retrieval-Augmented Generation (RAG), Multi-Agent Systems, LangChain, LangGraph, LLMOps, AI Security, Python, FastAPI, Vector Databases, Google Cloud Vertex AI, Amazon Web Services (AWS), Conversational AI.
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $99
Billed in all: $8,973$9k
$99 in the last 6 months
Across 15 contracts
Earnings, last 30 days
Skill rankings: Top 32% in Google Cloud Platform
Ranked by MRR among everyone on Upwork with the skill.
- #5llmops8 freelancers · 🇵🇰 #1Top 63%🇵🇰#1 of 2
- #80Engineering Management174 freelancers · 🇵🇰 #11Top 46%🇵🇰#11 of 15
- #110AI Security199 freelancers · 🇵🇰 #22Top 55%🇵🇰#22 of 41
- #363Solution Architecture1,009 freelancers · 🇵🇰 #58Top 36%🇵🇰#58 of 141
- #433Conversational AI782 freelancers · 🇵🇰 #191Top 55%🇵🇰#191 of 302
- #594AWS Development1,478 freelancers · 🇵🇰 #145Top 40%🇵🇰#145 of 304
- #669Data Engineering1,602 freelancers · 🇵🇰 #139Top 42%🇵🇰#139 of 305
- #938Google Cloud Platform2,939 freelancers · 🇵🇰 #148Top 32%🇵🇰#148 of 417