We used OpenAI GPT-4o-mini for this demo — but Techlatest VM also supports Anthropic, Mistral, Cohere, and custom NVIDIA GPU-powered models for flexibility and privacy.

Read the full guide here: medium.com/@techlatest....

Whether you’re a developer, data scientist, or enterprise AI team, this guide will help you build autonomous, policy-aware AI systems that make your workflows smarter, safer, and audit-ready.

This walkthrough shows how to:
✅ Scan text, documents, or AI outputs for GDPR/HIPAA violations
✅ Automate risk detection and generate structured compliance reports
✅ Use CrewAI Studio (no-code UI) and JupyterHub (code-driven workflows)
✅ Leverage NVIDIA GPU acceleration

In a world where AI governance and compliance are becoming mission-critical, we’re excited to share our step-by-step guide on how to build your own Compliance & Policy AI Agent — powered by CrewAI, JupyterHub, and Techlatest VM.

Whether you're a student, professional, or AI enthusiast — these events are your chance to learn, build, and grow in one of the fastest-evolving tech fields.

🔹 IBM Watsonx Orchestrate Hackathon
48-hour event to build AI agents automating real-world tasks
💰 Prize: $5,000
📅 Registration closes: 23 Nov 2025
🔗 lablab.ai/event/agenti...

🔹 USDC AI Agents Hackathon
Build AI-driven payment apps using Circle’s USDC & blockchain
💰 Prize: $10,000
📅 Event: 27 Oct – 9 Nov 2025
🔗 lablab.ai/event/ai-age...

🔹 LIVE AI Best Coast Hackathon
Hosted at Stanford & UCLA, focused on AI/ML for fintech & medtech
💰 Prize: $10,000 + company perks
📅 Event: 7–9 Nov 2025
🔗 liveai-bestcoast-2025.devpost.com

🔹 Yandex Cup 2025
Global championship with 6 tracks (including AI & ML)
💰 Prize: $145,000
📅 Registration closes: 29 Oct 2025 (ML track: 5 Nov)
🔗 yandex.com/cup/algorithm/

Here are some of the most anticipated hackathons and competitions you should add to your calendar:\

🔹 Amazon ML Challenge 2025
48-hour hackathon + final round
💰 Prize: $5,000
📅 Registration closes: 8 Oct 2025
🔗 www.talentd.in/articles/ama...

…and so much more. Whether you’re a developer, data scientist, or product manager, this setup gives you the tools, speed, and flexibility to create next-gen autonomous systems — visually and programmatically.

Watch the new video here: youtu.be/yg7z_rSXIf8?...

✅ Knowledge Base Agents – turn internal documents into intelligent Q&A chatbots
✅ Data Pipeline Agents – automate ingestion, cleaning, and storage for ML workflows
✅ Customer Support Agents – resolve user queries with 24/7 AI-powered assistance

What You Can Build with This Setup:
✅ Research & Insights Agents – automate web research, summarize documents, and generate reports
✅ Financial Analyst Agents – analyze markets and deliver trading signals
✅ Code Review Agents – review PRs and suggest fixes autonomously

✅ JupyterHub – a powerful code-first environment for building, testing, and scaling agent logic
✅ NVIDIA GPU acceleration – speed and scale for real-time LLM workflow

With Techlatest VM, you get a ready-to-use virtual machine combining:
✅ CrewAI – open-source framework for role-based, collaborative AI agents
✅ CrewAI-Studio – a no-code UI to visually build, orchestrate, and deploy multi-agent systems

nice find , thanks for putting this on my radar

great share , definitely adding this to my list of things to explore