Bryan Aurelius Tanaja

Experience

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  Undergraduate Research Opportunities Programme (UROP)

  Aug 2022 - now

  Researcher

  Doing an analysis on the educational data using pandas in python

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  Perhimpunan Mahasiswa SUTD Indonesia (PADI)

  Aug 2022 - now

  Committee Member
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  Singapore University of Technology and Design (SUTD)

  Sept 2022 - Sept 2023

  Taekwondo Club
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  CFA Institute

  Oct 2022 - Feb 2023

  CFA Research Challenge

  Chosen to represent SUTD in national round presenting to the CEO of CFA Society Singapore

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  Infineon Technologies

  Aug 2023 - Jan 2024

  Automotive Supply Chain Data Analyst

  • Automated Tableau Prep builder to clean data and connect it to Tableau Desktop via Tableau cloud.• Enhanced user productivity by 300% and reduced a 2-hours task to 5 minutes.• Developed an in-depth KPI model with tables, filter, and visualizations in Tableau to showcase quarterly savings per product lines, providing insights and analytics for the users.• Successfully published an interactive dashboard to the company’s intranet.

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  Uimagine.io

  Nov 2023 - now

  Co-Founder, Software and AI Engineer
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  Infineon Technologies

  May 2024 - Sept 2024

  AI Engineer and Data Analyst

  • Pioneered an advanced RAG (Retrieval Augmented Generations) chatbot for internal company use with higher accuracy than existing solutions. • Presented on the First AI workshop in Infineon history as pioneer and also to Infineon Japan• Utilized a Gemini 1.5 Flash LLM model and Google AI Embeddings (text-embeddings-004).• Leveraged Streamlit UI to develop an intuitive and responsive front-end interface. • Developed session management functionality, allowing users to select and maintain conversation history.• Implemented speech-to-text and text-to-speech functionalities in a RAG chatbot using Google Speech Recognition and Google Text-to-Speech in Google Cloud, enabling voice-based user interactions.• Optimized prompt engineering techniques to enhance better context for the LLMs improving the chatbot’s accuracy. • Pioneered Tableau Visualization for the department and proposed to the head of the team to Munich. • Conducted data cleaning and processing using Python and visualized it at Tableau using TabPy.• Leveraged Tableau Prep for data cleaning and Tableau Desktop for visualization with dynamic filter.• Build confluence page from scratch in Atlassian for backend team and received positive feedback in terms of design. Show less