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erwin hafiz triadi

@erwinhafiztriadi

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AI Engineer at BADAN PENGAWAS OBAT DAN MAKANAN who built an LLM-as-a-judge system for candidate paper assessment.

Indonesia

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What I'm looking for

I’m open to AI/ML and LLM Engineer roles, remote or in Indonesia, and freelance LLM evaluation work.

At BADAN PENGAWAS OBAT DAN MAKANAN, I built an LLM-as-a-judge module for senior-leadership candidate papers. It scores five rubric indicators and provides a justification and quoted passage for each score, with an uncertainty signal to help assessors decide which scores to review.

I also grounded the judge in agency regulations, job-competency standards, and the strategic plan using LightRAG. For competency and talent mapping, I built a second RAG system whose paper was accepted at ICAITech 2026.

At UNIKOM CodeLabs, I worked on Agrimate, a smart-farming platform using TensorFlow Lite models and sensor cleaning for edge devices. I’m open to AI/ML and LLM Engineer roles, as well as freelance LLM evaluation work.

Experience

Work history, roles, and key accomplishments

Current

Member

Current

UNIKOM CodeLabs

Feb 2024 - Present (2 years 8 months)

Worked as Member at UNIKOM CodeLabs.

Current

AIoT Researcher

Current

UNIKOM CodeLabs

Apr 2023 - Present (3 years 6 months)

Agrimate smart-farming platform: built TensorFlow Lite models and IQR-based sensor cleaning for edge devices on LoRa, so automated irrigation works in rural fields. Research and implementation of Artificial Intelligence and Internet of things in for Agrimate development. Top 20 Microsoft Imagine Cup 2024, Finalist InnoServe Awards 2024 (Taiwan).

Artificial Intelligence Engineer

BADAN PENGAWAS OBAT DAN MAKANAN

Sep 2025 - Sep 2026 (1 year)

AI intern team, HR Bureau projects.

• Served Qwen3-1.7B and Qwen3-Embedding on BPOM's on-premise GPU server with vLLM, behind a LiteLLM proxy that exposed one OpenAI-compatible endpoint, so candidate data stayed inside the agency. Later moved to Azure OpenAI (GPT-4.1, GPT-5.x, text-embedding-3-small) through the same interface.
• Built an LLM-as-a-judge module for senior-leadership open selection

Ministry of Operational

UNIKOM CodeLabs

Apr 2024 - Apr 2026 (2 years)

Worked as Ministry of Operational at UNIKOM CodeLabs.

Machine Learning Cohort

Asah led by Dicoding

Aug 2025 - Jan 2026 (5 months)

• Completed a comprehensive 924-hour Machine Learning path through Asah led by Dicoding in collaboration with Accenture.
• Tracked experiments in MLflow, ran CI with GitHub Actions, served the model in Docker, and set up Prometheus metrics with Grafana alerts.
• Covered supervised and unsupervised learning, model evaluation and end-to-end data processing in Python (scikit-learn, tensorflow, pand

Education

Degrees, certifications, and relevant coursework

Universitas Komputer Indonesia

Mahasiswa, Teknik Informatika

2022 - 2026

Magna Cum Laude, 1 of 20 graduates from 330.
Thesis: "Uncertainty-Aware Human–AI Collaboration for Paper Assessment in BPOM Open Selection", built with Indonesia BPOM's HR Bureau.