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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 designed to help users become more intentional about how they spend their time. I originally built it for myself to track changes in my energy and mood, plan around those patterns, and set weekly goals across areas such as coding, exercise, LeetCode, and social connection.

This was my first iOS project and gave me hands-on experience building a polished mobile interface with reusable components, custom styling, and organized application architecture.

Tech Stack: Swift, SwiftUI, Xcode

Highlights:

  • Built a native iOS interface using SwiftUI
  • Created reusable views and shared styling components
  • Designed a clean and minimal user experience
  • Developed tracking features for mood, energy, time, and weekly goals

PolitiKo โ€” ๐Ÿ› ๏ธ Under Construction

PolitiKo is an ongoing project focused on making political and civic information more accessible, understandable, and engaging.

More details coming soon.


C++ Limit Order Book โ€” ๐Ÿ› ๏ธ Under Construction

A multithreaded limit order book and trade-matching engine built in modern C++ for Linux. The system is designed to support buy and sell orders, price-time priority, partial order fills, and order cancellations.

The project explores high-performance systems concepts, including concurrent programming, efficient data structures, memory management, and low-latency processing.

Tech Stack: C++, Linux, CMake, GoogleTest

Planned Highlights:

  • Implement price-time priority for matching buy and sell orders
  • Support limit orders, partial fills, and cancellations
  • Process orders using multithreading and synchronization
  • Benchmark throughput and latency using Linux perf
  • Analyze memory usage and correctness with Valgrind
  • Build custom load-generation and testing tools

KinCare

Awaiting results from the Kode With Klossy ร— Apple Mobile App Challenge

KinCare is an iOS app for coordinating care within a trusted circle of family members, friends, and helpers. It replaces scattered text threads and paper notes with a centralized space for organizing responsibilities, inviting support, and staying focused on what matters today.

Tech Stack: Swift, SwiftUI, Xcode

Features:

  • Guided onboarding for new users
  • Role selection for care recipients and helpers
  • Care-circle creation and invitation flows
  • Today view for current priorities and responsibilities
  • Personal โ€œYouโ€ area for user-specific context
  • Reusable SwiftUI components and shared theme styling

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

Pinned Loading

  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

  3. My24 My24 Public

    Swift

  4. fish2meta fish2meta Public

    Python