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Niko ArdyanNA
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Niko Ardyan

@nikoardyan

Junior AI Engineer specializing in LLM, RAG architectures, and computer vision for real-world intelligent applications.

Indonesia
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What I'm looking for

I’m looking for a role where I can build production-ready LLM/RAG systems and integrate AI features with Python—combining prompt engineering, API integration, and computer vision to solve real problems with strong engineering support.

I’m a junior AI Engineer specializing in LLM system development, RAG architectures, and AI-powered application integration. I build end-to-end AI systems with Python and focus on making intelligent solutions that solve real-world problems.

In my projects, I architected an AI interview platform with real-time face detection, YOLOv8-based anomaly detection, and Whisper speech-to-text. I also integrated LLM-powered answer analysis and an AI avatar interviewing flow for automated candidate evaluation, and designed Odoo HRIS integration for enterprise deployment with a hybrid cloud/local GPU architecture.

I’ve built a context-aware LLM chatbot using LangChain + RAG with vector embeddings for domain-specific retrieval, plus prompt strategies to minimize hallucination. I’ve also delivered an end-to-end customer churn prediction ML pipeline with classification, feature importance analysis, and hyperparameter tuning to support data-driven business decisions.

Experience

Work history, roles, and key accomplishments

MA

Operation Manager

Machaboy

Jul 2025 - Oct 2025 (3 months)

Built an automated data tracking and cash flow analysis system in Python for daily business operations. Analyzed sales trends and implemented data-driven promotion strategies.

Education

Degrees, certifications, and relevant coursework

Universitas Gunadarma logoUG

Universitas Gunadarma

S1 Sistem Informasi, Sistem Informasi

2021 -

S1 Sistem Informasi program at Universitas Gunadarma (in progress) from 2021 to 2026.

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