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AI Agents. Open Models.Real Problems.Let's Talk

Exploring AI, building with AI agents or open models, or solving a real technical challenge? Whether you're an individual, a team, or an organization, book a discovery call and we'll work through it together.

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AI Advisory and Engineering Services

WHAT PEOPLE SAY AFTER A SESSION

“I had a very positive experience speaking with Mr. Melvin. He was nice, cheerful, and very encouraging throughout the conversation.”

300+trained

50+mentees

Fractional CAIO and
AI Engineering Services

Chief AI Officer & Engineer

Based in Singapore, Southeast Asia's AI hub · Clients worldwide

I provide executive AI advisory/strategy and AI engineering services on a per-need basis.

Many leadership teams know AI is critical, but they are not ready for a full-time hire. They need a senior engineer-executive in the loop who can look at the business strategy and write the code. Working from Singapore, the region's AI innovation hub, I help companies start and steer their AI journey, focusing on priorities, guardrails, buy-vs-build decisions, and shipping real systems, not slide decks.

Capabilities & Focus

Executive AI Strategy: Designing high-ROI roadmaps, setting data guardrails, and navigating compliance.
Hands-on Implementation: Coding and deploying autonomous AI Agents, custom LLM pipelines, and automation workflows.
On-Prem & Open-Source: Specializing in local model architectures that protect proprietary company data.

Start here

Let's talk before you hire.

One hour as Fractional CAIO. We review your AI goals, pressure-test your plan or stack, and lock clear next steps. Bring a short company overview and the decision that's stuck. Prefer to ask questions first? LinkedIn is open.

Book a CAIO advise call Ask questions on LinkedIn Explore CAIO & AI Engineering

Personal AI Agent Setup

Personal AI Agent Setup Service

I set up Hermes, an open-source personal AI agent with its own memory that learns new skills and adapts to you, on the computer you already own. One agent set up directly, or several managed with GAIA, my setup tool. You choose.

Hermes is the agent: it works for you, not just answers questions
GAIA is optional: my tool for running multiple private agents on one computer
Your data stays on your machine, not on someone else's servers
Hands-on setup call — questions first? Message me on LinkedIn

Start here

Your own AI, on your computer.

A hands-on setup call. Hermes on the machine you already own — one agent, or several with GAIA. Your data stays yours. Prefer to ask questions first? LinkedIn is open.

Book a setup call Ask questions on LinkedIn See the Setup Service

Wherever you are with AI, there's a call for you

Every session is 1-on-1 and tailored to you. Book 15, 30, or 60 minutes, whatever your question needs. No question is too small: if it's about AI, it's on the table.

Personal AI

New to AI? Perfect, start here. I'll help you set up your own AI agent for everyday life: notes, research, planning, right inside the chat apps you already use.

See the Setup Service

AI at Work

Learn to get real work done faster with AI: simple tools and workflows you can start using the same day, whatever your job is.

Talk about AI at work

Build & Integrate

Building a product? Get a second brain on what to build, how to add AI to it, and how to go from idea to something real.

Talk through your build

Updated September 3, 2026

Latest AI news for builders and leaders

Fresh artificial intelligence news, model releases, AI agent updates, research, and enterprise AI announcements curated from primary sources.

View all AI news

ModelsSep 3, 2026

OpenAI launches GPT-6 Astra, calling it the start of the AGI era

OpenAI released GPT-6 Astra (Sept 3)—its largest training run yet (>100,000 GPUs at Stargate Texas) and first model where prior models heavily supervised training—positioning it as a generational leap in cybersecurity, software engineering, science, professional work, and computer use. President Greg Brockman said “welcome to the AGI era,” framing AGI as a mission concept rather than a contractual trigger. Rollout starts with Daybreak cybersecurity customers today, then Plus/Pro/Business/Enterprise, API (`gpt-6-astra`), and AWS in coming days; Astra Pro for Pro/Business/Enterprise; API pricing $10/$50 per M input/output (matching Fable 5.1). Reported marks include DeepSWE v1.1 74.1%, ARC-AGI-3 98.6% (with Responses harness), FrontierMath Tier 4 97.6%, BenchCAD Vision2Code 95.9%, Terminal-Bench Science 64.6%, and OSWorld V2-Offline 72.6% (~40 min/task vs Sol’s ~75). Advanced offensive cyber stays gated for trusted defenders; OpenAI calls Astra its most aligned model yet after Path to Astra Critical designation and Hugging Face-incident hardening. Distinct from Path to Astra Critical (Sept 1) and from the Sept 2 recurrent-depth monitorability debate.

Source: TechCrunchRead source

EnterpriseSep 3, 2026

Google launches Gmail Live, Docs Live, and Keep Live voice AI features

Google announced (Sept 3) general availability of Gmail Live, Docs Live, and Keep Live—Gemini Audio conversational voice modes for Workspace apps first previewed at I/O 2026. Gmail Live lets users speak naturally to search and summarize inbox details with source-linked transcripts; Docs Live acts as a hands-free co-writer that structures drafts and can pull context from Gmail, Drive, Chat, and the web with permission; Keep Live turns spoken brain dumps into organized, editable notes and lists. Rolling out this week in English: Gmail Live and Keep Live for Google AI Plus/Pro/Ultra (Keep Live Android-only); Docs Live for Pro/Ultra on Android and iOS; Workspace business customers coming soon. Distinct from Google Pics Nano Banana image editing and from Gemini Omni/agentic video releases.

Source: GoogleRead source

AgentsSep 3, 2026

NVIDIA launches PAIR open-source router for home multi-agent inference

NVIDIA launched (Sept 3) Personal AI Router (PAIR)—free, open-source beta software that discovers idle PCs/Macs on a local network and routes independent Ollama/LM Studio inference jobs across them for multi-agent workloads, without changing agent harnesses or pooling VRAM. Supports GeForce RTX 20-series+, RTX PRO (Turing+), DGX Spark, and Apple M4+ on Windows/macOS/Linux; secure pairing via six-digit code and mTLS, with elastic nodes that drop out when gaming or sleeping. An unofficial Hermes five-subagent demo cut average completion from ~18 minutes on one RTX Spark laptop to 8:48 on a three-device cluster (RTX Spark + DGX Spark + RTX 5090). Aimed at prosumers who want private local agent swarms without cloud API bills. Distinct from NVIDIA’s Hugging Face acquisition agreement and from DGX/cloud inference products.

Source: NVIDIARead source

Meet Your Mentor

25+yrs

300+trained

Book an AI Q&A Call Connect on LinkedIn

Melvin Vivas

Engineer, mentor, and your friendly guide to AI

I help everyday people, professionals, and founders make sense of AI, and no question is too basic. Most of my mentees started exactly where you are now.

Behind that is 25 years of engineering across banking, fintech, and enterprise. These days it's hands-on work building AI apps and running my own daily life on a personal AI agent.

Whether you're a student, a working professional, a leader, or a founder, you'll get someone who's done the work and explains it in plain language.

Senior roles at Standard Chartered Bank & Ohmyhome (Nasdaq)

Built AI Dream Photo, an AI photo app used by real customers

Building aibackends.com, free open-source AI tools for developers

Building skillsbento.com, an AI Agent Skills marketplace

Speaker at NTU Singapore, PSIA, and DICT Philippines

Nanyang Technological University, Singapore (NTU) Open Mentoring: Connecting Minds

Live & unscripted

Watch my past livestreams

The easiest way to get a feel for how I explain things: watch me build with AI, live. No edits, no script, mistakes and all.

Let's explore ChatGPT / OpenAI APIs

A relaxed walk through the OpenAI platform and APIs, explained from scratch.

Build a React Native ChatGPT app with Cursor, OpenAI, and Expo

A full app built live, from empty folder to working AI chat on a phone.

Enrich your Life and Work with AI

A talk on bringing AI into your everyday life and work, in plain language.

Watch my NTU Singapore workshop demo More livestreams on YouTube

My personal AI

What I actually ask my AI

These are real conversations with my personal AI agent lately:

“Every hour during trading hours, remind me about my stock investments”“Read these screenshots from my kids' school app and remind me of the deadlines”“What happened at the F1 British Grand Prix?”“Any Wimbledon updates?”“Find me a decent monitor to replace my old one”“What Korean drama should I watch next?”“Give me some non-software business ideas”“Summarize this video posted on X”“Make me a video”

Notice anything? None of it is about coding. My AI is a personal agent that helps me run everyday life. You can have one too. I'll set up Hermes on your computer (GAIA is optional if you want multiple agents), around your own routines.

Get your own personal agent Book a call

Invited to speak by these organizations