"Our non-profit asked for help in one of the meetings of a board made up of community groups and school administrators, and Dulf proactively initiated meetings with me, then he organized students to strategize and take steps to assist us. I was most impressed by how Dulf followed through on his commitments. Within a couple of months, there were measurable accomplishments! Dulf is a leader who cares about the community, is able to achieve results, and is a kind and personable individual."
- Donna Adam, Executive Director of Clean Up Give Back
Per my interest in full-stack IoT engineering, I designed and deployed an end-to-end plant hydration monitoring system that measures real-time soil moisture and visualizes analytics across two tailored interfaces. I engineered an ESP32 microcontroller with a calibrated ADC probe to transmit authenticated Wi-Fi payloads every 30 minutes to a Raspberry Pi server running FastAPI and SQLite. For local home monitoring, I built an installable Progressive Web App (PWA) with live status badges and time-series charts, while creating an automated data sync pipeline to publish a public portfolio view on Streamlit Cloud.
As the backend engineer, I developed a rule-based harmony generation and analysis engine for HarmonyForge, moving away from black-box models to provide a transparent, user-editable music system. My architecture parses files (MusicXML, MIDI, PDF), infers chords, and solves SATB voicings using explicit music theory rules, allowing users to inspect and edit notes interactively. I worked closely with my research partner, Shivam Patel, who engineered the frontend and the tactile RiffScore interface. This project was developed under the guidance of Dr. Yun Huang, Dr. Jeff Ginger, and research assistants Muawiz Khan and Yiren Liu.
I built a comprehensive Undergrad Class Projects Portfolio that documents my academic progression across computer science, data science, mathematics, and statistics.
Throughout my coursework, I developed core competencies in foundational programming, quantitative reasoning, and data systems. I implemented algorithmic problem-solving workflows, built and evaluated machine learning models, and designed robust SQL databases. Additionally, I crafted data visualizations for impactful storytelling and built end-to-end full-stack AI prototypes with LLM integration. Each project is curated as a standalone unit with dedicated architectural documentation, demonstrating production-grade habits, data cleaning proficiency, and an engineering-focused approach to reproducible research.
During Spring Break 2026, from March 13 to 20, I had the privilege of traveling to Liberia, Costa Rica, with Filter of Hope. Joining forces with an amazing group of students from Cru, Bridges International, Destino, and Design Movement, we partnered with a local camp called Hacienda Palabra de Vida and local churches. Our daily mission was to go house-to-house in the surrounding neighborhoods, distributing state-of-the-art water filters capable of providing a family with clean drinking water for up to ten years. Alongside installing the filters, we focused on building relationships and sharing the love and hope of Jesus. After long days walking through the communities, our evenings were spent back at the camp, unwinding in the semi-olympic pool, playing ping pong, and gathering for team debriefs to reflect on the day.
What made this trip distinctly beautiful was the deep sense of partnership we felt with the locals. A significant portion of the families we visited were already believers. Instead of just sharing a basic message, we had the opportunity to connect deeply, discussing how our faith is the root of our actions, rather than our works being a means to earn faith. Even more impactfully, we spent time teaching these local Christians how to use the water filters we provided as a practical tool to serve and bless their own friends, families, and neighbors. It felt incredible to not just drop off a resource, but to genuinely equip and empower the community to continue caring for one another long after our group flew home.
The physical environment of Costa Rica provided a stunning backdrop for our team of fifty students to bond. Staying together in the camp's bunkhouses allowed for late-night conversations and genuine connection. On our scheduled fun day, we got to experience the beauty of the country, taking a well-deserved rest after consecutive days of distribution. It was during these moments of downtime—laughing around the campus, sharing meals, and navigating a new culture together—that I saw our group truly become a unified team motivated by compassion.
Beyond the work itself, I was struck by our group’s diversity and dedication. Our international students and six organizations navigated complex travel logistics to join us, united by a shared vision of global healing. Providing clean water felt like a tangible expression of that mission, fueled by a vast network of partners back home whose generosity mobilized us. This collaboration, bridging continents and communities, made our impact in Costa Rica feel far greater than the sum of our parts.
By the end of our time in Liberia, our team had successfully installed 142 water filters and connected with 210 people. We celebrated as 52 individuals made the decision to follow Christ, and had the profound joy of encouraging 141 fellow believers. This year’s journey revealed a completely different side of service—one that focuses heavily on equipping others and building sustainable, lasting relationships. I left feeling incredibly grateful for the experience, carrying home a fresh perspective on how practical tools, like a simple water filter, can create a ripple effect that transforms entire communities.
I built IlliniOverlap to help University of Illinois Urbana-Champaign (UIUC) students discover how their completed and planned coursework can automatically stack into minors and certificates. By parsing a user’s UIUC Academic Advising Report or accepting manual course entries, my tool maps their transcripts against the complex rules of the entire program catalog. It instantly calculates completion percentages, matches overlapping elective pools, flags major exclusions, and tracks Gen Ed breadth progress. I designed it to turn existing credit hours into extra credentials, optimizing academic paths before students even walk into an advising appointment.
On New Year’s 2025, I traveled to Denver for the Bridges International Vision Conference, a global gathering of students from over 75 nations focused on personal growth and spiritual discovery. Our time was split between exploring Colorado’s landmarks, like Garden of the gods, and attending insightful seminars on topics such as AI and Faith and Faith in Suffering. Between the nightly sessions with world-class speakers and multicultural worship, I spent my days in "Tracks," building deep connections with people from vastly different backgrounds while exploring the intersection of culture and faith.
A highlight of the week was the Global Showcase, where I had the opportunity to represent my heritage by singing "Ikaw Lang Ang Mamahalin" by Joey Albert, despite being sick and losing a lot of my voice. Performing that song for such a diverse audience was a surreal moment of connection, especially alongside the vibrant Culture Night, where we all wore our traditional attire. Capping off the year with a massive New Year’s Eve celebration, I left Colorado with a profound appreciation for the global community and a heart transformed by the simple power of presence and shared stories.
I built a production-style multi-agent research assistant designed to handle complex informational tasks through orchestrated teamwork. The system breaks down queries into structured stages: a planner decomposes the task, a researcher gathers data from web and academic sources, a writer synthesizes the findings with proper citations, and a critic reviews the draft for quality and safety. To ensure reliability, I implemented rigorous input and output safety guardrails and an offline evaluation benchmark utilizing an LLM-as-a-judge framework to score responses on metrics like factual accuracy and relevance.
I built this interactive Tableau dashboard to showcase the academic and geographic diversity of GLOBE program students. Across two tabs, "Country and College" and "Demographics," the visualization serves as a dynamic snapshot of our community. I integrated a home country map alongside a continent-by-year heatmap to highlight geographic origin across degree levels. Additionally, I structured charts to track alignment by college (such as ENG, LAS, and SIS) and view broad representation. Users can filter data across semesters—from FA15 through Fall 2025—allowing prospective participants to explore cohort mix, see how their goals align with peers, and understand the diverse cross-section of domestic and international students they will join.
During Spring Break 2025, from March 15 to 22, I had the incredible opportunity to travel to Cuba with Filter of Hope, alongside my college Christian groups—Bridges International, Cru, and Destino. The purpose of our trip was to bring clean drinking water and share the hope of the Gospel with local families. Each day from Monday to Thursday, we split into small teams with a local guide and translator, visited homes, installed water filters, and asked permission to share about Jesus and pray with those we met. In the evenings, we regrouped for fellowship, worship, team debriefs, and lots of fun—including singing with our hostel owners, laughing over meals, and bonding as a team.
Many moments made this trip special, but a few stand out in particular. On the very first day, I was placed in a group that worked with members of the local Deaf community. It was a surreal experience to share the Gospel and translate between English, Spanish, and sign language—all while learning how the filters worked for the first time. One of the most emotional visits we made was to an elderly man living alone in very humble conditions on the fourth day. He couldn’t see clearly and had very few people in his life to talk to, so he welcomed us with story after story. His situation reminded me of the dignity and value every person holds, regardless of how the world sees them.
On our “fun day,” when we rested and enjoyed the beach, I found myself later in the night standing in the kitchen of the third-floor Baptist church we’d partnered with, looking out the window. Across the street, I watched as some of our senior students, staff, and our guide María installed the very last filter of the trip. A woman who had asked earlier in the week for a filter had almost been forgotten—but thankfully, we followed up. That visit turned into a full conversation about the Gospel, and she gave her life to Christ that night.
By the end of the week, our team had installed 250 water filters, shared the Gospel with over 400 people, and witnessed 100 individuals choose to follow Jesus. We also prayed with 183 fellow believers. But beyond the numbers, this trip left me with a deep appreciation for community, the power of presence, and how much love and change can happen through simple acts of service. I'm incredibly thankful for the opportunity to serve and be transformed through this experience—and I carry its lessons with me still, as well as its implications on my current journey in life.
I built an end-to-end data engineering and analysis pipeline to investigate how weather conditions like temperature, humidity, and wind speed impact nitrogen dioxide (NO2) pollution in Chicago. I engineered a reproducible workflow using Python and Snakemake to ingest and clean raw data from the City of Chicago and EPA AQS APIs, aligning them at a daily granularity. Through exploratory and statistical analysis, I uncovered key insights, such as an inverse relationship between humidity and NO2 concentrations and higher pollutant accumulation during lower wind speeds. The pipeline automatically outputs clean datasets, correlation matrices, and publication-ready visualizations.
I developed an end-to-end data science project analyzing how geographic dispersion improves solar and wind generation reliability. Using multi-year hourly datasets from the NSRDB and Meteostat, I engineered a reproducible framework to calculate pairwise temporal complementarity, Pearson correlation structures, and thresholded absolute-difference metrics. By evaluating simultaneous zero-output rates and aggregate variance behavior, I quantified the exact extent to which spatial diversity smooths production volatility. Ultimately, I translated these complex spatiotemporal weather and irradiance signals into presentation-ready statistical diagnostics, interactive geospatial heatmaps, and actionable insights for grid operators and portfolio designers.
In collaboration with Griffin Dominguez, Volunteer Coordinator at Habitat For Humanity ReStore of Champaign County, I organized a charitable event for Ameren Innovation Center interns and staff. This event reaffirmed the iCenter's commitment to the Urbana-Champaign community. Our tasks for the day included restocking the ReStore center with donations and furniture, as well as performing demolition work on worn-out couches and sizeable commodities.
During my study abroad experience in Granada, Spain, in Spring 2024, I engaged in community service at Colegio Ave María de la Quinta, a local secondary school. With the support of CEGRÍ faculty members Violeta and Yanira, and under the guidance of Virginia, I served as a classroom instructor once a week. I taught English to 15-16 year-old students, focusing on colloquialisms, American-British language nuances, and sharing my background as an immigrant from the Philippines. Additionally, I provided history lessons and facilitated cultural exchanges, creating a mutually enriching experience. This opportunity allowed me to learn more about Andalucían-Spanish culture in Granada while offering the students a broader perspective on international cultures and educational opportunities.
As a Search Committee Member for the UIUC Office of the Vice Chancellor for Diversity, Equity, and Inclusion for the 2023 Fall semester, I participated in the search process for the Assistant Director for Bias Response Initiatives. Following the Office for Access and Equity guidelines, I reviewed applications, ensured equity and fairness, and maintained confidentiality. My goal was to identify the most qualified candidate who aligns with the role's responsibilities and promotes diversity and inclusion on campus. I am proud to welcome Datia Flowers to the Office!
During my fellowship at the University of Illinois' Office of Civic Life, I not only coordinated volunteering events but also utilized my connection with Salt & Light to launch community service initiatives for Research Park and the Ameren Innovation Center, where I interned in the summer of 2023. Our activities included maintenance work, organizing donated items, and assisting with store operations.
Since 2020, I have collaborated with Donna Adam, President of Clean Up Give Back, to foster a culture of cleanliness and environmental consciousness in the Chicagoland area. In this role, I demonstrated leadership by organizing students and spearheading initiatives, including a cleanup chapter within the school's Environmental Club. Donna praised my ability to achieve tangible results and my dedication to community service. I am thankful for her support and enthusiasm for the initiative and look forward to contributing my passion for community well-being and leadership to future environmental projects.
Since moving to Des Plaines in 2013, I have actively engaged with the Des Plaines Public Library, appreciating its welcoming staff and extensive resources for community development, research, and academic growth. During my junior and senior years of high school, my involvement with the library deepened. I organized events such as crafting dog toys from fleece, rallied students for the youth advisory board, and strengthened connections between the library and the English National Honors Society at Maine West High School.
Following my volunteer experience at the Center of Concern's relief packaging event with the Maine West High School Key Club, I expanded my involvement by actively collaborating with the organization through the Department of Community Development. In this role, I initiated events focused on crafting and decorating cards for elderly residents in nursing homes, engaged in community service activities, and facilitated connections for students to explore employment and internship opportunities at local facilities.
Spirituality has long been the cornerstone of my life as a committed Baptist. From my experiences in the Philippines to engaging in mission trips, participating in special numbers, collaborating with community partnerships and ministries, and cherishing time with family, my dedication to this identity feels more like a calling than a mere obligation or community service.
I engaged with the City of Des Plaines after connecting with the Des Plaines Police Chief through SPEAK Des Plaines, a local organization dedicated to fostering community and collaboration. Subsequently, I collaborated with the Mayor, Police Chief, and various local organizations, building lasting connections to enhance the community. My efforts focused on empowering my peers and the youth by providing them with a voice and insights into local politics, community organization, and government relations.
At the Des Plaines Food Pantry, my primary focus was mobilizing students to volunteer and raise awareness about the pantry's mission and impact. I immersed myself in the pantry environment, built connections with facility directors, promoted available services and opportunities, and streamlined the volunteering sign-up processes and applications. This effort not only encouraged student engagement but also facilitated the accumulation of valuable service hours.
As the co-founder of the Maine West Student Ministry, a faith-based club, I utilized my community organization skills to integrate service into our bonding activities and fellowship. Notably, I organized a volunteering session at Feed My Starving Children, where our members hand-packed nutritious meals. These meals are shipped to global partners, directly impacting hundreds of children during our two-hour packing shifts. This initiative exemplified our commitment to service and community engagement beyond regular club hours.
Leveraging my networks at the University of Chicago, I connected with various Chicagoland organizations focused on serving Asian communities. Through my commitment to the HANA Center and Hanul Family Alliance, I mobilized volunteers and students to support their missions. This involvement included fostering a partnership with the Maine West Asian Club, initiating community initiatives, and establishing a youth advisory board across several school districts in the Chicagoland area.