About Mela

I don't talk about AI — I build it.

MM

Agentic Engineer

I design, build, and deploy multi-agent AI systems that replace entire manual workflows. Not chatbots. Not wrappers. Production-grade autonomous systems that run businesses while their owners focus on growth.

My approach — the Moloi Method — treats AI agents like a team of employees: each one has a role, a set of tools, and clear accountability. The result is infrastructure that actually works at scale, not a demo that breaks after the pitch.

Every system I ship runs in my own business first. If it can't survive my daily operations, it doesn't get offered to clients.

Philosophy

Ship, Don't Pitch

Every system is built and tested in production before it's offered as a service. No vaporware.

Agents, Not Assistants

AI that takes action autonomously — not AI that waits for you to hold its hand through every step.

One Instruction, Full Execution

The goal is always: give one command, receive a complete deliverable. Minimal human-in-the-loop.

Certifications

Harvard Data Science Review 2026

Agentic AI Intensive

Multi-agent architectures, tool use, and autonomous reasoning

University of Arizona 2026

AI Automation Certificate

End-to-end automation pipeline design and deployment

Google Cloud 2026

Generative AI Leader Professional Certificate

Enterprise AI strategy, Vertex AI, and production MLOps

Google 2026

People Management Essentials

Team leadership, delegation, and performance frameworks

Google 2026

Prompting Essentials

Structured prompting, chain-of-thought, and system design

Coursera 2026

Gen AI Agents: Transform Your Organization

Organizational AI agent deployment and change management

Coursera 2026

Gen AI: Unlock Foundational Concepts

LLM fundamentals, fine-tuning, and retrieval-augmented generation

Tech Stack

AI / LLM

Claude (Opus, Sonnet, Haiku) GPT-4o Gemini Deepgram Nova-3 ElevenLabs

Languages

Python Jinja2 SQL Bash

Frameworks

FastAPI Next.js Flask ReportLab

Infrastructure

Linux VPS Nginx Systemd Cloudflare GitHub Actions

APIs & Tools

Finnhub OneUp Discord.py Twilio Stripe Cal.com
6 Live Production Systems
7 AI / Automation Certifications
24/7 Autonomous Operation

Let's build something that actually works.

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