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zelaneroz/README.md

<Mabuhay, World!/>

About Me

๐Ÿ‘ฉ๐Ÿป Iโ€™m Zelan Eroz Espanto โ€” but most people call me Z.E.E or just Z. Fun fact: "Zelan Eroz" is an anagram of my parentsโ€™ names.

๐Ÿ’ป Interested in AI alignment, agents, and full-stack development. Iโ€™m currently learning how to build full-stack cloud applications that are scalable, useful, and actually pleasant for people to use. Iโ€™m drawn to projects that sit between research and software engineering, where the work starts with a human question: โ€œWhat do people actually need?โ€

๐ŸŽ“ Iโ€™m a Computer Science major at Case Western Reserve University, minoring in Maths and possibly Philosophy.

  • My education is made possible as a Point Wells Fargo Scholar and UWC Davis Scholar.
  • I was born and raised in the Philippines then moved to Japan for the IB Diploma Program at UWC ISAK Japan (2022-2024), came to the United States for university, and studied abroad in Singapore (Spring 2026).

๐Ÿ“ I've been to ๐Ÿ‡ต๐Ÿ‡ญ๐Ÿ‡ฏ๐Ÿ‡ต๐Ÿ‡น๐Ÿ‡ญ๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ‡ฒ๐Ÿ‡ฝ๐Ÿ‡ฎ๐Ÿ‡ธ๐Ÿ‡ธ๐Ÿ‡ฌ๐Ÿ‡ฒ๐Ÿ‡พ๐Ÿ‡ฎ๐Ÿ‡ฉ๐Ÿ‡ฐ๐Ÿ‡ท๐Ÿ‡น๐Ÿ‡ผ and I hope to visit 10 more before I graduate!

๐ŸŒ What I'm Up To (Summer 2026)

  • ๐Ÿ‘ฉ๐Ÿปโ€๐Ÿ’ป Building AI agents with CWRUโ€™s Institute for Smart, Secure and Connected Systems (ISSACS) to support ORTM in streamlining high-stakes, high-funding NIH research grant budget proposals and reducing administrative bottlenecks.
  • ๐Ÿ”Ž Researching Direct Preference Optimization (DPO) to improve LLM reasoning.
  • ๐Ÿค Open to Fall 2026 & Summer 2027 internship/co-op in research, industry, or startup environments (AI/ML Engineering, SWE).

๐Ÿ› ๏ธ Tech Stack & Tools

Category Stack
Languages Python TypeScript Java Swift C++ JavaScript
Frameworks & UI React Next.js Flutter
Cloud Infra & DevOps AWS GCP Docker
AI/ML LangChain TensorFlow PyTorch HuggingFace
Database Postgres MongoDB
Tools & Design Git GitHub Figma Dribbble Adobe

๐Ÿš€ Featured Projects

My24 is a SwiftUI iOS app built to help users reflect on and organize their daily life through a clean, simple, and personal interface. I built this project for myself because I wanted to become more intentional about how I spend my day-to-day life. It helps me track how my energy and mood shift throughout the day, plan my time around those patterns, and set weekly goals across different areas of life like coding, LeetCode, exercise, and social connection. The project focuses on building a polished mobile experience using Swift, Xcode, custom views, reusable components, and organized app architecture. This is my first iOS project!

Tech Stack: Swift, SwiftUI, Xcode

Highlights:

  • Built with a native SwiftUI interface
  • Designed with a clean and minimal user experience
  • Includes custom app styling, assets, and reusable UI structure

๐Ÿ’ผ Experience

Company / Organization Role Duration Stack Key Achievements
MIT AI Alignment AI Safety & Ethics Fellow Summer 2026 AI safety, alignment, interpretability Selected for a competitive fellowship focused on alignment, interpretability, threat models, and responsible AI governance.
ISSACS Software Engineering Intern Summer 2026 Gemini, Google AI Studio, Pytest, CI/CD Building an AI budget assistant for NIH grant workflows, combining stakeholder discovery, prompt design, and automated testing to reduce manual review bottlenecks.
Algoverse Researcher Summer 2026 Python, Listwise DPO Designing a trace-ranking pipeline that uses correctness, bidirectional entailment, and clustering to construct preference lists for fine-tuning math reasoning models with PRO/LiPO-style objectives.
Algoverse Researcher Spring 2026 Python, LLM APIs, Lambda Labs Built multimodal evaluation pipelines to study sycophantic drift in LLM reasoning chains under controlled user pressure.
Biswas Lab Research Assistant Fall 2026 Python, PyTorch, RAG, LLMs Developed reproducible NLP pipelines to evaluate bias and fairness in LLM-based sensitive classification tasks.
KPMG AI Fellow Fall 2026 NLP, NLTK, scikit-learn, PyTorch Built task-classification and model-routing pipelines to reduce GenAI energy use and cost while preserving performance.
West Side Market Consultant Fall 2026 Qualtrics, Python, pandas, NumPy, K-means Analyzed survey and geographic data to segment customers, map demand patterns, and translate raw feedback into strategic insights for the West Side Marketโ€™s $70M renovation.

๐Ÿ“ฌ Letโ€™s Connect!

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README Jokes

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  1. ipvresearch25 ipvresearch25 Public

    Jupyter Notebook

  2. IB-CSHL-2024 IB-CSHL-2024 Public

    Contains all IB Computer Science HL Projects (M24) I have worked on at UWC ISAK Japan. My final IA is in the repository: 'baybai'.

    Jupyter Notebook 1

  3. My24 My24 Public

    Swift

  4. fish2meta fish2meta Public

    Python