I'm Frida Putriassa

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About Me

Frida Putriassa, fresh graduate majoring in Information Systems, specializing in the domains of data collecting, analysis, visualization, and modeling. Proficient in Python, R, SQL, and Advanced Excel. Dedicated to facilitating data-driven decision-making processes. A resourceful problem solver with a collaborative spirit and actively pursuing opportunities in data analysis or data science.

Data Analytics

Extracting insights from complex datasets to inform strategic decisions, using tools like SQL and Python for efficient data processing and analysis.

Data Visualization

Creating compelling visual representations of data with Tableau, Power BI, and Looker Studio to communicate findings effectively.

Machine Learning

Building and deploying ML models using Scikit-Learn and PyTorch for predictive analytics and recommendation systems.

Education

Universitas Pembangunan Nasional "Veteran" Jakarta
Aug 2021 - July 2025
Bachelor Degree in Information System, Minor in Data Science
GPA: 3.92 / 4.00

Relevant Coursework: Data Science, Data Warehouse and Data Management, Big Data, Data Management, Business Intelligence, Artificial Intelligence, Financial Technology.

Work Experience

President - KSM Cyber Security UPNVJ

Feb 2024 - Feb 2025
  • Led a team of 25 in organizing and executing diverse events throughout the academic year
  • Stayed at the forefront of emerging cybersecurity trends, integrating cutting-edge tools and methodologies to enhance organization analytical capabilities and effectiveness.
  • Achieved a significant 57% increase in attendance and participation across club activities.
  • Presented data-driven insights to guide strategic initiatives and achieve organizational goals.

Data Analyst Intern - PT Bank Rakyat Indonesia (Persero) Tbk.

Sept 2024 - Dec 2024
  • Spearheaded the management and analysis of 1M+ rows for each sheet at Master Data using Excel.
  • Processed large multi-source transaction datasets and determined winner ranking for data reporting Qlola reward enhancement project using Excel and Python.
  • Built and fine-tuned predictive models for cash flow projection using Python (PyTorch, Scikit-Learn) on Google Cloud Platform (GCP), achieving MAPE < 5% (avg. 1%).
  • Created minutes of meetings for corporate clients meeting and internal team meetings to ensure documentation and follow-up on action plan and decisions.

Data Analytics Intern - PT Bank Negara Indonesia (Persero) Tbk.

Feb 2024 - June 2024
  • Developed Sales and Product Performance Dashboard Report using Looker Studio for the final project, help team keeps track on KPIs and YTD Target, providing insights about 400+ corporate clients in our segment.
  • Processed 500,000+ row data using Excel, conducted data analysis using spreadsheets, and utilized Python for data cleansing.
  • Participated in sharing sessions to enhance understanding of international banking and trade, contributing insights to team discussions and improving data comprehension.
  • Created minutes of meetings for corporate clients meeting and internal team meetings to ensure documentation and follow-up on action plan and decisions.

Staff of People Development Division - KSM Cyber Security UPNVJ

Feb 2023 - Feb 2024
  • Handled open recruitment such as managing applicants data and selecting suitable candidates, achieved 40% increase in member growth.
  • Presented KSM Cyber Security introduction and spearheaded the open recruitment promotion to 450 audience at CGT (Computer Get Together) FIK UPNVJ.
  • Implemented 3 comprehensive training programs related to cybersecurity for 168 members and managed the data analytics component for providing counsel on performance evaluations and member development.

Head of Group Project Volunteer - NOVO Club by Paragon

Feb 2023 - Aug 2023
  • Collaborated with 5-member team in an environmental conservation project by conducting waste sorting awareness for 16 children at RA Al Falah, promoting eco-friendly habits.
  • Elevated project KPIs by 35% through streamlined report management, ensuring timely and accurate documentation of project achievements, advancing leadership skills by 30% through a successful bootcamp.

Volunteer of Economy and Tourism Division - Bakti Negeri #4 Sisi Indonesia Chapter Pulau Panjang

Feb 2023 - Aug 2023
  • Delivered a presentation at UMKM Talk on branding and digital marketing, driving a 26.67% engagement rate from the audience through Q&A sessions and interactive discussions.
  • Collected and Managed halal certification data using Microsoft Excel, certifying 7 of local businesses.
  • Lead volunteers for planting 75 mangroves, contributing to environmental sustainability.

Skills

Soft Skills

Analytical Thinking Team Player Storytelling Leadership Attention to Detail

Technical Skills

Python SQL R C PHP Java Data Visualization Machine Learning EDA Microsoft Azure Services Cloud Computing Fundamentals Linux Basic Advanced Excel UML ERD DFD

Tools

Google Data Studio Jupyter Notebook Google Collaboration Microsoft Power BI Tableau IBM Cognos Analytics Spreadsheet Microsoft Office StarUML Hadoop Kali Linux Canva

Certifications

Oracle Analytics Cloud 2025 Certified Professional

Oracle
Sept 2025

Oracle Cloud Infrastructure 2025 Certified Generative AI Professional

Oracle
Sept 2025

Oracle Autonomous Database Cloud 2025 Certified Professional

Oracle
Sept 2025

Azure Fundamentals Certification

Microsoft
May 2022

Azure AI Fundamentals Certification

Microsoft
May 2022

Intermediate Anti Corruption Instructor Certification

BNSP LSP PIB
Apr 2022

Microsoft Office & Computer Graphics using Photoshop CS4 Certification

Multimatics
Jul 2019

Projects

Dashboard Indonesia Food Security visualization with charts and maps

Indonesia Food Security Availability Aspect Dashboard Visualization

Generated 4 years of synthetic data from 39 provinces and 459 cities, modeled into a 115-table Data Vault with PostgreSQL/DBeaver, and built 12 Superset dashboards validated with VLAT (80% comprehension), boosting decision accuracy by 40%.

Ant Colony Optimization visualization showing path finding algorithm

TSP Using ACO Algorithm for Tourism Routes

Applied ACO algorithm with 6 destinations in Cirebon, 10 ants, and 100 iterations, yielding a highly efficient route of 3.33 units and visually presented using Matplotlib library.

Korean drama recommendation system interface with user preferences

Korean Drama Recommendation System

Developed a recommendation system by applying machine learning to refine and personalize suggestions based on various factors within MyDramaList dataset (2015-2023) through Exploratory Data Analysis (EDA).

TransJakarta dashboard with data visualization charts

Dashboard Report TransJakarta 2021 - 2023

Built an interactive dashboard on Google Data Studio/Looker Studio, integrating predictive insights, tree maps, and pivot data on passenger data for analyzing service improvements and capacity expansion.

Customer segmentation using K-means clustering visualization

Credit Card Segmentation Dashboard

Credit card applicant analysis built with Looker Studio, showcasing demographic and income distribution insights. Visualizations reveal dominant applicant groups, key income disparities, and correlations between education, family size, and housing.

Get In Touch

I'm always interested in new opportunities and collaborations. Feel free to reach out if you'd like to work together!

Let's create something amazing together!