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adiatmaja/README.md

Johannes Baptista Adiatmaja Pambudi

Typing SVG

Portfolio LinkedIn Email

Data Scientist at Sigma Solusi Indonesia, building end-to-end ML systems — from demand forecasting pipelines to RAG-based chatbots and LLM fine-tuning workflows.

Currently focused on Knowledge Distillation, RAG Systems, Forecasting, and MLOps.

Python PyTorch TensorFlow Docker n8n SQL

TensorFlow Developer Certificate · B.S. Informatics, UKDW (GPA 3.75)


GitHub Stats GitHub Streak

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  1. llm-distill-pipeline llm-distill-pipeline Public

    End-to-end knowledge distillation pipeline: 70B teacher → 9B student model, with data augmentation, anti-fabrication validation, and Docker-based GPU training

    Python

  2. chromadb-rag-chatbot chromadb-rag-chatbot Public

    Dockerized RAG chatbot for B2B FMCG e-commerce — semantic product search, FAQ retrieval, and 35+ intent classification using ChromaDB and sentence-transformers

    Python

  3. fmcg-demand-forecast fmcg-demand-forecast Public

    Dual-pipeline FMCG demand & sales forecasting with BiLSTM + Attention, quantile loss, STL decomposition, and Indonesian market calendar features (Ramadan, payday, rainy season). Portfolio project, …

    Python

  4. GenderClassification GenderClassification Public

    A research to explore the influence of Gabor filters on gender classification system based on fingerprint images.

    Jupyter Notebook