Open to opportunities

Rizki Amanda Putri

@rizkiamandaputri

Message

AI & NLP engineer building end-to-end transformer, RAG, and deployment pipelines for Indonesian language.

Indonesia

Message

What I'm looking for

I’m seeking an AI/ML role to productionize NLP systems—deploying RAG and transformer pipelines, improving reliability, and growing through mentorship and structured learning.

I’m an Information Technology graduate (Universitas Sumatera Utara, 2024) specializing in Natural Language Processing and applied machine learning for the Indonesian language. I build end-to-end NLP systems—from transformer-based sentiment analysis and topic modeling to retrieval-augmented generation (RAG) pipelines—covering everything from data preprocessing to deployment.

I’m currently deepening production-level NLP/AI engineering skills through a structured self-directed roadmap and an active AI/ML mentorship program. My work includes a deployed Streamlit product review summarization pipeline, a LlamaIndex + ChromaDB RAG pipeline for Indonesian regulations with multilingual HuggingFace embeddings, and a thesis focused on Indonesian product review summarization using BERTopic and MMR.

Experience

Work history, roles, and key accomplishments

Current

English Tutor

Current

Yani English Course

Sep 2024 - Present (1 year 11 months)

Taught English to students across different proficiency levels, using clear instruction to make complex concepts easier to understand. Demonstrated strong communication, adaptability, and public speaking.

English tutoring English Communication Public Speaking

Education

Degrees, certifications, and relevant coursework

Universitas Sumatera Utara (USU)

Bachelor of Information Technology, Information Technology

Activities and societies: Thesis: Indonesian product review summarization using BERTopic topic modeling and Maximal Marginal Relevance (MMR) for extractive-abstractive summarization.

Bachelor of Information Technology degree with specialization in Natural Language Processing and applied machine learning for the Indonesian language. Completed a thesis on Indonesian product review summarization using BERTopic and MMR for extractive-abstractive summarization.