Hi, I'm Syahriza.

a future leader.

Fresh Graduate from University of Indonesia. Passionate about creating intelligent solutions that bridge engineering and technology.

Education

My academic background and learning journey

Universitas Indonesia

Electrical Engineering

August 2021 - July 2025

IEEE Publication at doi:10.1109/ICITACEE66165.2025.11232633

Conference Publications

My published research and conference papers

Predicting Groundwater Levels with Long Short-Term Memory (LSTM) Networks and Seasonal Pattern Classification

IEEE ICITACEE 2025

Published research paper on advanced topics in information technology and communication.

View Paper on IEEE

Projects

Showcasing my latest work and innovations

Indonesian Financial News Classification: Fine-Tuning IndoBERT

Developed a classification system to categorize Indonesian financial news articles using a fine-tuned IndoBERT model. Performed comprehensive data preprocessing and cleaning using Python. Achieved 70% improvement in automating the labeling process for financial news classification.

IndoBERTNLPPythonClassification
Completed

LSTM Forecasting Pipeline: Data Cleaning, Processing, and Analysis

Performed end-to-end data processing, including data cleaning, preprocessing, and exploratory analysis. Utilized Python with NumPy and Pandas for efficient data manipulation. Prepared a high-quality, structured timeseries dataset ready for training an LSTM model.

LSTMPythonData AnalysisNumPyPandas
Completed

AI Agent for CV ATS Optimization

Developed an AI-driven program using Python to optimize CVs for Applicant Tracking Systems. Implemented intelligent workflow integrating LangChain and OpenAI GPT-5-nano for information extraction. Utilized PyPDF2 and regular expressions to parse and structure textual data from CV documents.

LangChainOpenAIPythonAINLP
Completed

Skills & Expertise

Technical competencies and areas of expertise

Technical Skills

  • Python
  • Tensorflow
  • Keras
  • Numpy
  • Pandas
  • Data Cleaning
  • Dashboarding
  • Business Insights
  • Reporting
  • Azure Cloud

Software

  • VSCode
  • Microsoft Word
  • Microsoft Excel
  • Microsoft Teams
  • Notion
  • Jira

Language

  • Indonesian (native)
  • English

Soft Skills

  • Leadership
  • Time Management
  • Problem Solving
  • Analytical Thinking

Get In Touch

Feel free to reach out to me for collaborations or just a friendly hello!