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SYS // SPIDER-OPS
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01About 02Experience 03Projects 04Skills 05Contact Resume Hire Me ↗
// SENIOR AGENTIC AI · GENAI LEAD · MLOPS — DUBAI, UAE

I BUILD AI AGENTS. I RUN PROD.

Hey, I'm Priyansh Gupta — Senior Agentic AI & GenAI Engineer with 5+ years delivering enterprise AI on Azure and AWS. I build multi-agent systems, production RAG pipelines, and MCP integrations — production-ready GenAI platforms trusted by Fortune 500 clients.

EST. 5+ YRS — GENAI × CLOUD
SCROLL TO FIRE THE WEB
DUBAI JVC · UAE · +971 50 654 7991 9
AI AgentsRAG PipelinesMCPLangGraphAzure OpenAIKubernetes AI AgentsRAG PipelinesMCPLangGraphAzure OpenAIKubernetes
Build·Secure·Deploy·Audit·Swing·Build·Secure·Deploy·Audit·Swing· Build·Secure·Deploy·Audit·Swing·Build·Secure·Deploy·Audit·Swing·
01 — Who's Behind the Mask

ANYONE CAN WEAR THE MASK. I SHIP THE AGENTS.

For 5+ years I've built and run cloud infrastructure and backend systems — Kubernetes clusters, GitOps pipelines, zero-trust service meshes — for Fortune 500 enterprises and global clients. Then GenAI arrived, and I took the leap of faith: the same engineering discipline could make autonomous agents safe enough for production.

Today I'm a Senior Agentic AI Engineer & GenAI Lead based in Dubai (JVC), designing multi-agent platforms, enterprise RAG systems, and MCP integrations — with guardrails, HITL approval flows, and full auditability. Certified Azure AI Engineer (AI-102), CKA, CKAD, and AZ-400.

"Agents you can't audit are agents you can't trust."

0
Years Experience
0
Cloud & AI Certifications
0
Microservices Governed
0
Production-Ready GenAI
M.Sc. Artificial Intelligence

Heriot-Watt University · Dubai, UAE

IN PROGRESS
B.Tech. Computer Science

UPES · 2017 – 2021

CLOUD & AI/ML
02 — Across the Multiverse

FROM PIPELINES TO PRODUCTION GENAI

AUG 2024 — NOW
Applied Information Services · Hyderabad

Senior DevOps & AI Platform Engineer

Deployed multimodal LLMs on Azure AI Foundry with inference auto-scaling and Content Safety guardrails. Architected enterprise RAG pipelines with vector + semantic hybrid indexing in Azure AI Search, delivered MCP integration for Azure Boards for live agentic tool-use, and led GenAI platform modernisation for FMGlobal with zero-downtime migration. Standardised CI/CD governance across 20+ microservices with JFrog supply-chain gates.

Azure AI FoundryRAGMCPAzure AI SearchJFrog
AUG 2022 — NOW
Freelance Consulting (Upwork) · Remote, Global

Senior GenAI / MLOps / Agentic AI Consultant

Architected end-to-end RAG pipelines with LangChain, Pinecone, and ChromaDB — semantic retrieval with top-k reranking for production SaaS clients. Delivered agentic AI solutions embedding Azure OpenAI, Claude, and GPT-4o with tool-use, function-calling, and autonomous decision-making. Deployed MLOps infrastructure on Azure ML and AWS SageMaker with n8n-orchestrated pipelines, model monitoring, and drift detection.

LangChainPineconeGPT-4oClaudeSageMaker
OCT 2022 — AUG 2024
Applied Information Services · Hyderabad

DevOps Engineer

Engineered Helm charts for AKS onboarding with rollback-enabled pipelines and Kyverno admission control for security baselines, quotas, and image signing. Configured Istio with mTLS zero-trust, FluxCD GitOps state management, and canary + A/B traffic routing. Enforced least-privilege secrets access via Kubernetes Secrets Store CSI and Azure Key Vault.

AKSIstioFluxCDKyvernoKey Vault
MAY 2021 — OCT 2022
Applied Information Services · Hyderabad

Software Engineer

Built reusable Terraform and Bicep modules for Azure VNets, Key Vaults, AKS, and Application Gateways; authored Azure DevOps YAML CI/CD templates for build-test-deploy workflows across cloud-native services.

TerraformBicepAzure DevOps
03 — Spider-Tech

AGENTS WITH GUARDRAILS, PLATFORMS THAT SCALE

FLAGSHIP
🕸️

CrewSpace

Open-Source Multi-Agent AI Workforce Platform

Built from scratch: a platform where a CEO agent autonomously decomposes goals into domain subtasks, delegates across specialist AI agents, proposes new hires when needed, and coordinates via multi-agent communication and approval workflows. Ships with persistent per-agent memory, agent-to-agent and group chat, shared workspaces with file permissions, integrated terminal ops, real-time task boards, founder dashboards, and an interactive 3D office.

Hierarchical OrchestrationMemory Graph3D WorkspaceApprovals
View on GitHub ↗
OPEN SOURCE
🦾

OpenClaw

Autonomous AI Agent Platform — Contributor, PRs Merged

Active contributor with multiple PRs merged into the core codebase — improving agent runtime tooling, workspace file handling, and developer-facing diagnostics. Fixed image-tool workspace path resolution to resolve against the agent workspace instead of process.cwd() (preserving allowlist security, with regression coverage), and improved tool validation errors to surface received parameter keys for easier debugging of long-running agent sessions.

Agent RuntimeTooling DXSecurity-Aware
My GitHub ↗
AUTONOMOUS
⚙️

AutoOps AI

Autonomous DevOps & Infrastructure Agent

Monitors GitHub repositories and CI/CD pipelines, performs multi-step LLM root-cause analysis, raises PRs with fixes, and triggers Terraform-based remediation on Azure. Plain-English infrastructure provisioning via function-calling — parsed to HCL, validated, planned, applied — with auto-revert through Prometheus alerting.

LLM ReasoningTerraformPrometheus
SHIPPED
📚

RAG Production Chatbot

Local Ollama + Vector DB Pipeline

Production RAG chatbot on fully local Ollama inference — zero external API dependency for data-privacy compliance. ChromaDB vector pipeline for chunking, indexing, semantic search, and top-k retrieval, with a FastAPI REST layer and structured audit logging of every query, retrieval, and response.

OllamaChromaDBFastAPIAudit Logs
04 — The Arsenal

SPIDEY POWERS

🤖Agentic AI & LLMs

LangChainLangGraphAutoGenLlamaIndexMCPRAGTool-UseHITLGuardrailsAgent MemoryMulti-Agent Orchestration

☁️Azure AI Platform

Azure AI FoundryAzure OpenAI (GPT-4o)Azure AI SearchAzure MLPrompt FlowContent SafetyMicrosoft FabricCopilot Studio

🏗️Cloud, IaC & DevOps

AzureAWSGCPTerraformBicepARMAzure DevOpsGitHub ActionsArgoCDFluxCD

🐳Containers & Orchestration

Kubernetes (AKS, EKS)DockerHelmIstioKyvernoOPA

🔎Vector & Search

Azure AI SearchPineconeChromaDBQdrantHuggingFace EmbeddingsTop-k Reranking

🛡️Security & Observability

Prompt Injection DefenseRBACmTLS Zero-TrustAzure Key VaultPrometheusGrafanaAzure Monitor

Backend & APIs

PythonFastAPINode.jsTypeScriptREST APIsMicroservicesEvent-Driven Architecture

🏅Quality Seals

AI-102AZ-400CKACKADAZ-700AZ-104AI-900AZ-900
AI-102 Azure AI Engineer
AZ-400 DevOps Expert
CKA
CKAD
AZ-700 Networking
AZ-104
AI-900
AZ-900
05 — Let's Swing

READY TO GO AGENT-FIRST?

Email me, call me, or just say hi from anywhere in the multiverse. Your next production GenAI platform starts right here.