SongSearch brings my interests in music and engineering together: audio processing, cloud inference, and tools that give artists more context for their creative decisions.
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01 / Engineering
What I build.How I think.
The projects, experiments, and decisions behind the work.
Currently: Product & Engineering at Elysian
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A peek inside my brain.
The ideas I keep coming back to, across projects and experience. Take a peek. Stay as long as you like.
Music / accessibility / applied AI / web products
With SignLect, I explored real-time sign detection on a Raspberry Pi. The challenge connects computer vision with the practical constraints of affordable classroom hardware.
Across emergency-information retrieval, research software, and product work at Elysian, I’m interested in how AI fits into a useful workflow—and where human judgment still matters.
From Ivy Journey’s website and online services to this portfolio, I build interfaces and supporting systems with usability, performance, and the person on the other side in mind.
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See the projectsSelected work
From music analysis to computer vision and emergency information.
SongSearch
Help artists and teams verify song originality before release using automated music analysis.
Select a step to explore the system.
React + Firebase
The musician uploads an audio file through the React interface. Firebase supports the storage and database layer.
SignLect
Make American Sign Language detection more accessible in educational settings.
Select a step to explore the system.
Camera input
A camera supplies input to the real-time sign-detection pipeline.
Canary.ai
Help people find critical, location-specific emergency information faster during severe weather events.
Select a step to explore the system.
News + social + NWS
The app brings together local news, location-relevant social posts, and alerts from the National Weather Service.
AIHealth
Explore conversational AI for personalized workout and meal ideas.
A VandyHacks experiment in conversational interfaces. I led the team and worked on the frontend and prompt integration.
Experience
Product thinking, applied AI, and the work behind the interface.
ElysianCurrentSoftware Engineering & Product Management InternAgentic AI · Product developmentAug 2026 – Present
I work across software engineering and product management on AI-powered insurance tools.
I initiate user conversations, translate feedback into product improvements, and contribute hands-on engineering within a cross-functional team. I helped ship an initial iteration for user testing.
Ivy JourneyTechnology LeadFull-stack development · Design · AI integrationAug 2022 – Present
I lead full-stack development, website design, and AI integration for a college admissions consulting company.
Built a chatbot with company knowledge and response guardrails, migrated Wix to Vercel, and integrated Resend. The work contributed to 150% client growth and 20% higher conversion; page-load time fell by 90%.
Visit websiteNISTSoftware Engineering InternSimPROCESD research toolingJun 2026 – Aug 2026
Built interactive software to help NIST researchers visualize and analyze data for Industrial AI simulation environments.
Combined a PySide6 interface, NumPy-backed calculations, and Matplotlib visualization dashboards. Prioritized intuitive graphing, reproducible simulations, and maintainable open-source repository structure.
SURF presentationHandshake MOVEAI Model Validation FellowAI evaluationJun 2025 – Present
HandshakeStrengthened AI model behavior through dataset curation, output evaluation, and human-aligned validation.
Reviewed model outputs and website features against human intent, usability, and domain-specific quality criteria. Built judgment around supervised-learning data quality and evaluation rubrics.