Skip to main content
Muhammad Iqbal Hilmy IzzulhaqMI
Open to opportunities

Muhammad Iqbal Hilmy Izzulhaq

@muhammadiqbalhilmyiz

AI engineer specializing in agentic LLM systems, RAG, and function-calling—shipping low-latency, cost-aware production solutions.

Indonesia
Message

What I'm looking for

I’m looking to build agentic LLM and RAG systems in production, ship measurable impact (latency, accuracy, cost), and collaborate with teams to deploy custom agents. I also enjoy evaluating models and mentoring others through hands-on delivery.

I’m a mid-level AI engineer focused on agentic LLM systems, RAG, and function-calling agents that work reliably in production. I’ve shipped solutions across agent orchestration, real-time inference, and end-to-end ML workflows—always with measurable performance, cost, and evaluation in mind.

Recent impact includes a real-time voice interview platform (~500ms latency, 50% faster shortlisting) and a churn model protecting $48.5K in revenue. I also built a Terraform-managed financial wellness agent that cut infrastructure cost 95% and constrained outputs with structured guardrails to reduce hallucinations versus unconstrained prompting.

I’ve extended this engineering approach into research and enablement: I published an independent RAG vs. long-context benchmark on 300 QA pairs, and I train teams—leading GenAI curriculum and hands-on delivery for 100+ enterprise professionals. From building a DPR RI legal-document RAG that reduced manual research time by ~70% to deploying dashboards for SUSENAS insights, I help turn complex AI workflows into practical tools people can use.

Experience

Work history, roles, and key accomplishments

RE
Current

Mentor & Team Lead, AI Tech

RevoU

Aug 2025 - Present (10 months)

Led GenAI curriculum and delivered hands-on projects for 100+ enterprise professionals, covering production LLM workflows, RAG, prompt engineering, and agent design patterns. Enabled non-technical business teams to design and deploy internal AI agents using n8n, Zapier, and Dify for operational automation with documented productivity gains.

DR

Data Scientist Intern

DPR RI

Apr 2025 - Oct 2025 (6 months)

Built and deployed a RAG system using Dify.AI and n8n to retrieve and summarize Indonesian legal documents via conversational UI, reducing manual research time by ~70%. Developed an NLP pipeline (topic modeling and entity extraction) on Constitutional Court verdicts to identify recurring issues and forecast ruling trends, and shipped SUSENAS socioeconomic dashboards to support legislative policy r

Education

Degrees, certifications, and relevant coursework

University of Brawijaya logoUB

University of Brawijaya

Bachelor of Science in Physics, Physics

2019 - 2023

Earned a Bachelor of Science in Physics with a focus on material science, covering foundational and specialized physics coursework.

International Business Machines (IBM) logoII

International Business Machines (IBM)

AI Engineer Professional Certificate, AI Engineering / LLMs

2026 -

Completed the IBM AI Engineer Professional Certificate covering fine-tuning and deployment of deep learning and LLM models with PyTorch, TensorFlow, and Keras, including transformer architectures and NLP. Capstone work built a LangChain + RAG application.

Amazon Web Services (AWS) logoAA

Amazon Web Services (AWS)

Generative AI with Large Language Models, Generative AI / Large Language Models

2026 -

Completed AWS training on Generative AI with Large Language Models covering transformer architectures, RLHF, prompt engineering, and production LLM deployment on AWS.

Purwadhika Digital Technology School logoPS

Purwadhika Digital Technology School

Professional Data Science & Machine Learning Program, Data Science & Machine Learning

2024 - 2025

Completed a hands-on Professional Data Science & Machine Learning program covering the full ML lifecycle, including preprocessing, modeling, evaluation, and deployment.

International Business Machines (IBM) logoII

International Business Machines (IBM)

Data Science Professional Certificate, Data Science

2026 -

Completed the IBM Data Science Professional Certificate covering the end-to-end data science workflow in Python and SQL, including ingestion, cleaning, EDA, visualization, and ML pipeline development.

Find your dream job

Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!

Sign up
Himalayas profile for an example user named Frankie Sullivan