About me

Im a proud alumnus of Universitas Airlangga, armed with a degree in Statistics and a burning passion for research and machine learning. My journey in the realm of data science has been nothing short of exciting, marked by a triumphant 3rd place finish in the prestigious Satria Data 2023 competition and the publication of my thesis journal.

But thats not all! I also dabble in the art of web development, where I wield the power of data analysis to breathe life into web applications that serve up valuable insights on a silver platter. My creative side doesnt stop there - I have a knack for design, with a portfolio boasting of UI/UX and graphic design projects.

When Im not crunching numbers or coding away, you will find me indulging in my hobbies of photography and videography, capturing the world through my unique lens. Im on a mission to connect with fellow professionals and explore the fascinating intersection of data and design, all in the pursuit of creating digital experiences that resonate. So, lets connect and create something amazing together!

What i'm doing

  • design icon

    Data Analyst

    Proficient in various analytical methods such as parametric and non-parametric analysis, supervised and unsupervised learning. Special interest in Artificial Neural Networks.

    Tools

    Python

    OSS-R

    PostgreSQL

    Minitab

    SPSS

    Microsoft Office

    Pivot Table

    TensorFlow

    Tableau

    Google Looker

  • Web development icon

    Web Developer

    Experienced in Full-Stack development with a focus on creating user-friendly and impactful web solutions with continuity development environment.

    Tools

    HTML

    CSS

    JavaScript

    NodeJS

    ReactJS

    NextJS

    Vercel

    AWS

    Jenkins

    Docker

    Docker Composer

    Kubernetes

    TailwindCSS

    MongoDB

    PostgreSQL

Resume

Education

  1. Universitas Airlangga

    Sep 2020 - Mar 2024

    With a GPA of 3.63/4.00, I am a passionate Statistics student at Universitas Airlangga, where I've honed my skills in data analysis, including machine learning, regression, clustering, and time series. Throughout my academic journey, I've excelled in data analysis and embraced the dynamic field of machine learning, eager to bridge the gap between theory and real-world application. Engaging in impactful community service in Sidoarjo, I've contributed to boosting local UMKM through data-driven strategies, showcasing my commitment to using statistics for societal betterment. As a key contributor to events at the Faculty of Science and Technology, I've played a pivotal role in their success, expanding my network and insights. Excited to leverage my statistical expertise for a meaningful impact, I am passionate about decoding data patterns and making a positive difference.

  2. SMA Negeri 4 Sidoarjo

    Jul 2017 - Jun 2020

    Ratione voluptatem sequi nesciunt, facere quisquams facere menda ossimus, omnis voluptas assumenda est omnis..

Experience

  1. Fullstack Developer - Independent Study (MSIB Batch 5) at Dicoding Indonesia

    Aug 2023 — Dec 2023

    Become one of the 500 selected student over 7,377 applicants to join Dicoding Batch 5. This is program is an online learning program that aims to produce high-standard talents for the industry. This program includes 13 modules varies between Web Development, Git, JavaScript, React, Node.JS, AWS, DevOps, microservices, and Continues Integration/Continues Deployment (CI/CD). I also led the WisNu: Wisata Nusantara project, a web application for travel lovers in Indonesia. I used the skills and knowledge that I learned from the modules, and collaborated with other team members using Git, GitHub, Slack, and Zoom. I received an award for the best capstone project in the theme of “Sosial Budaya yang Berkelanjutan”. This program was a valuable and rewarding experience for me. I learned a lot from working on this program, and I am confident that this program has prepared me well for my future career as a full-stack developer.

  2. Data Analyst - Independent Study (MSIB Batch 4) at Zenius Indonesia

    Feb 2023 - Jun 2023

    I enthusiastically enrolled in this program with a fervent desire to delve into the intricate world of data analysis. Throughout the journey, I embarked on an exciting path to unravel the fundamentals of data analytics, immersing myself in the utilization of cutting-edge tools like Python on Google Colab, and mastering the art of data visualization with Google Looker Studio. Embracing the CRISP-DM framework, which stands for CRoss Industry Standard Process for Data Mining, added a structured and dynamic layer to my data analytics toolkit.


    For my final project, I undertook the challenge of comparing various models to classify Non-Performing Loans (NPL). The culmination of my efforts revealed the supremacy of the XGBoost model in effectively categorizing credit default risk using Home Credit data. In this project, I proudly assumed the role of the project lead, steering through the intricacies of business understanding and modeling stages. This journey not only equipped me with technical prowess but also ignited a passion for unraveling the complexities within the realm of data analytics.

  3. Program Preparation - Dinas Pendidikan Provinsi Jawa Timur

    Jul 2022 — Aug 2022

    I have participated in an Internship at the Department of Education of East Java Province in Surabaya, yielding outcomes that encompass the analysis of teacher needs clustering in Secondary and Special Schools for the year 2022, crafting educational profiles for Secondary and Special Schools for the year 2022, as well as designing certificates and cover pages for articles. Throughout this journey, I have detailed teacher requirements based on specific clustering criteria, compiled education profiles emphasizing the enhancement of learning quality, and created creative designs for certificates and article cover pages. Through these contributions, I aspire to bring added value to the development of education in this region.

  4. Remote UI/UX Designer - PT Andromedia

    Oct 2021 — Feb 2022

    As a UI/UX Designer at PT Andromedia with a Work From Home setup, I spearhead the design of user interfaces for various products, seamlessly translating concepts from brief to the final product. My role extends to crafting intuitive dashboards for both website and mobile applications, ensuring a harmonious user experience. Prior to client presentations, I meticulously design prototypes, conduct thorough usability testing, and meticulously assess the proportionality and readability of every component on the interface. Leveraging Figma as the primary tool, I accommodate client requests with an average project completion time ranging from 3 to 7 days, contingent on factors such as the number of frames, required components, targeted devices, and specific user experience preferences.

Organization & Events Experience

  1. Treasurer - Airlangga Statistics Events (ARSEN) 2023

    Feb 2023 - Nov 2023

    As the Treasurer of ARSEN 2023, I steered the financial helm of a national-scale conference and competition aimed at championing the realm of statistics and its applications. In this pivotal role, I meticulously prepared and monitored the event's budget and cash flow, ensuring a delicate balance of income and expenses with utmost transparency. Beyond numbers, I orchestrated and supervised fundraising and sponsorship activities, adeptly negotiating and securing deals with diverse partners and donors. Handling and recording a myriad of transactions – from registration fees to prizes, invoices, and reimbursements – was a testament to my financial acumen. The crescendo of my responsibilities involved reporting and presenting comprehensive financial statements and outcomes to the committee, stakeholders, and auditors. This journey not only honed my skills in financial management, accounting, and leadership but also cultivated effective collaboration within a vibrant team of organizers, participants, and sponsors. I take pride in contributing to the triumphant culmination of ARSEN 2023, a gathering that brought together over 300 individuals from various universities and schools across the country.

  2. Media and Information Staff - BEM FST Universitas Airlangga 2022

    Feb 2022 - Dec 2022

    As a provider of photography and videography services, I have played a significant role in capturing the essence of several events hosted by BEM FST Universitas Airlangga. Immortalizing precious moments through the lens of my camera, I have a unique role in creating visually stunning works. One of the major projects I spearheaded is the Grand Launching of BEM FST Universitas Airlangga, featuring the Cabinet of Collaboration and Innovation for the term 2022-2023. In this project, I was involved in the composition, recording, and editing of the video to produce a program output that reflects the spirit and innovation of the organization.

  3. Scientific Expert Staff - Club of Statistician and Surveyor (CLUSTER) 2022

    Feb 2022 - Dec 2022

    In my role, I'm the data maestro, diving into client cases armed with statistical wizardry. We navigate this numerical realm using statistical heavyweights like SPSS, R Programming Language, and Minitab. My data-journey involves dancing with statistical methodologies—Bayesian Network, Reliability and Validity tests, Correlation tests, Simple Linear Regression, and the art of visualizing data with a dash of descriptive statistics. On the field, I've teamed up with the dynamic T.R.A.N.S 7 television company, probing the population's views on the analog-to-digital TV transition. We're not just counting hours spent with the television, but unraveling the mysteries of favorite shows, binge-worthy picks, and the deep bond folks share with their TV programs. It's a statistical symphony with a touch of television magic!

  4. Coordinator of Graphic Design Division - PENDEKAR FST 2022

    Mar 2022 - Sep 2022

    In my role as coordinator for PENDEKAR 2022, I spearheaded the design, publication, and documentation of a dynamic three-day orientation program for 730 new students at the Faculty of Science and Technology, Universitas Airlangga. Managing a team of 13 designers, photographers, and videographers, we crafted engaging content for social media platforms, achieving remarkable online visibility and engagement. Daily updates on the official Instagram account [@pendekar_fst_unair] garnered over 10,000 views, 2,000 likes, and 500 comments on Reels videos, showcasing the faculty's activities, facilities, and culture. I also designed and distributed eye-catching promotional materials, documented valuable feedback through online surveys and interviews, and strategically planned content to define target audiences, set goals, and measure performance.

My skills

  • Data Analyst
    • Skilled in statistical analysis as a Statistics major with the fundamental of the statistical analysis, using software like Excel, Python, Minitab, SPSS, and R.
    • Interest and skilled in machine learning, especially in classification and clustering with Artificial Neural Network.
    • Proficient in SQL with MySQL and PostgreSQL RDBMS for database management and manipulation.
    • Connected PostgreSQL databases to Python for data analysis using Python libraries and tools.
    • Experienced in time series analysis and forecasting using Autoregressive Integrated Moving Average, Vector Autoregressive, and Support Vector Regression.
    • Expert in building Neural Network models, especially Convolution Neural Network for image classification.
    • Proficient in data visualization using Python, R, Tableau, Minitab, and Google Looker.
    • Solid understanding of basic regression analysis, specifically linear regression.
  • Web Development as Full-stack Developer
    • Proficient in utilizing the MERN (MongoDB, ExpressJS, ReactJS, NodeJS) tech-stack along with TailwindCSS styling, showcasing expertise through diverse projects.
    • Well-versed in NoSQL databases, particularly MongoDB, and equally experienced in working with SQL databases, including PostgreSQL.
    • Adept at translating user-friendly UI/UX designs into coded websites, employing HTML, CSS, and JavaScript, with a flair for TailwindCSS framework.
    • Knowledgeable in Development Operations (DevOps), leveraging tools like Docker, Docker Composer, and Kubernetes. Additionally, skilled in Continuous Integration/Continuous Deployment (CI/CD) practices using Jenkins and Github Workflow.
    • Hands-on experience with cloud services, particularly AWS services like EC2 and S3, complemented by proficiency in utilizing R2 Cloudflare for CDN.
    • Proficient in utilizing Git and GitHub for version control and collaborative development, ensuring streamlined and efficient project management.
    • Skilled in using Git and GitHub for version control and collaboration.

Portfolio

Work in progress..

Blog

    Work in progress..

Contact

Contact Form