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Javacadu/README.md

Greetings! πŸ‘‹ I'm Jacob Atanacio β€” a Data Science Major

I'm passionate about creating efficient and sustainable workflows, process automation, ethical ML applications, and leveraging software as a medium to make my life and others' easier.

🎯 Career Interests

  • πŸ“Š Data Science
  • πŸ› οΈ Data Engineering
  • πŸ€– ML / AI

πŸ”­ What I'm Currently Working On

  • Expanding my data science and ML skill set through hands-on projects
  • Building tools and workflows that automate everyday processes
  • Exploring ethical approaches to machine learning applications

πŸš€ Projects

Project Description Tech My Contributions
YouTube Comment Sentiment Pipeline A cloud-based big data pipeline analyzing 190K+ YouTube comments to generate engagement metrics, positivity signals, and video worthiness indicators. Processes comments across 2,013 videos to help users identify high-quality, engaging content. PySpark, Spark SQL, Cloud Object Storage, YouTube Data API, Parquet, Python Built distributed data processing pipeline, implemented cloud-based aggregations, developed keyword extraction and sentiment analysis features, created engagement metrics by video/channel/author
SASE SJSU Website Official website for SJSU's Society of Asian Scientists and Engineers chapter, showcasing the organization's mission, values, executive board, events, and community resources. Deployed on Vercel. TypeScript, Next.js, React, Tailwind CSS, Chakra UI, Emotion, CSS Built entire About Us page from scratch, created 7+ reusable React components (BackgroundImage, carousels, accordions, bio cards), managed executive board image assets, refactored global CSS with Tailwind optimizations, integrated Chakra UI and Emotion libraries
Roots A community-driven Android social platform for SJSU SASE featuring event discovery, user profiles with social media links, and a "Buds to Blossoms" buddy matching system. Enables users to create/join events and connect through friend requests. Java, Android, Firebase Firestore, Firebase Auth, Google Sign-In, Android Jetpack Navigation Integrated Firebase Firestore for real-time event data persistence, built complete event creation pipeline with dynamic form-to-database writes, implemented event navigation system with Parcelable data passing, redesigned UI/UX across login, home, profile, and buddy pages with 15+ custom assets
HotSpot A HackDavis 2025 project that compiles reliable wildfire support information (pre, during, and post-fire) into one accessible platform, with an interactive map displaying fire vulnerability and Wildfire Hazard Potential data. TypeScript, Next.js, Python Built backend demographic data pipelines and helped create the interactive map interface
Student Management System A Python-based student management system with a Tkinter GUI for managing students, assignments, grades, and project teams, with CSV persistence. Python, Tkinter, pandas Developed the GUI, grade calculation logic, and CSV data export features
Personal Website My personal portfolio website built with React. JavaScript, React Designed and built the full site

πŸ§— Outside of Tech

I enjoy bouldering, cooking, baking, running, hiking, weightlifting, gardening, photography/videography, and homelabbing.

πŸ“« Let's Connect

Popular repositories Loading

  1. Javacadu Javacadu Public

  2. my-website my-website Public

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  3. Berkeley-CS61B-JacobA Berkeley-CS61B-JacobA Public

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  4. student-management student-management Public

    CS 22B Student management projet

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  5. HotSpotHackDavis25 HotSpotHackDavis25 Public

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  6. kickstart.nvim kickstart.nvim Public

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    A launch point for your personal nvim configuration

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