Open to opportunities

Muhammad Agil Ghifari

@muhammadagilghifari

Message

I build production ML, LLM, and MLOps systems for enterprise clients on Google Cloud.

Indonesia

Message

What I'm looking for

I'm looking to build and deploy end-to-end ML and AI systems, from proof of concept to production, for enterprise-scale problems using Google Cloud, LLMs, scalable inference, and MLOps.

At Devoteam Google Cloud, I deliver end-to-end ML and AI solutions for banking, energy, telecommunications, and media clients, translating requirements into GCP architectures from proof of concept through production. My work spans computer vision, generative AI, semantic search, AI agents, and MLOps pipelines.

I've built real-time earthquake detection with 0.5-second latency, an image-classification pipeline processing 1 million images daily, and an enterprise RAG chatbot achieving over 90% retrieval accuracy. Previously at Bahasa.ai, BMKG, and Dana Indonesia, I worked on Indonesian NLP and LLMs, geophysical signal processing, fraud detection, scalable inference, and production deployment.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer & Solution Consultant

Current

Devoteam

Jun 2024 - Present (2 years 2 months)

Delivered end-to-end ML and AI solutions for enterprise clients across banking, energy, telecommunications, and media on Google Cloud Platform. Served as solution consultant, translating client requirements into GCP architecture designs and leading technical delivery from proof-of-concept to production.

Machine Learning Cloud Solutions Architecture Google Cloud Platform Computer Vision Generative AI Semantic Search AI Agents MLOps

AI Engineer

Bahasa.ai

Jan 2024 - Jun 2024 (5 months)

Conducted R&D on NLP models and large language models tailored to the Indonesian language, covering fine-tuning, quantization, on-premises deployment, and benchmarking. Built production-grade semantic search systems and inference pipelines within a startup environment.

NLP Large Language Models Fine Tuning Quantization On Premise Benchmarking Semantic Search

Machine Learning Engineer (Contract)

BMKG

Jun 2023 - Dec 2023 (6 months)

Developed ML systems for geophysical signal processing to support a self-owned real-time earthquake detection capability. Designed an event-driven inference architecture and applied MLOps practices to manage hundreds of GB of seismograph training data.

Machine Learning Signal Processing Event Driven Architecture MLOps TensorFlow Redis BentoML CUDA

Data Scientist Intern

Dana Indonesia

Jan 2023 - May 2023 (4 months)

Applied machine learning to financial transaction graph data for fraud detection and deployed models to Google Cloud. Received Best Team recognition from Bangkit.

Machine Learning Fraud Detection Google Cloud Platform