My Work
Building Software to Change the World.
I build fast, clean, and reliable software for businesses that are changing the world.
Freelance • Full-Stack Engineer
Modern Apps & Websites
I help founders launch fast, clean, conversion-focused products. Next.js + TypeScript on the front, Python/Node on the back, with tasteful AI where it actually helps.
Physician-Scientist Website
Restaurant Launch: Louie’s Smash-N-Grill
Beach Shop: Lil Sam’s
- Next.js (React) and TypeScript development for high-performance
- Tailwind CSS for rapid, consistent, and responsive UI design
- Integrated secure payment processing and subscriptions
- Built and optimized APIs with Prisma/Postgres
- Implemented user authentication and onboarding flows with Clerk/Auth, supporting multi-role applications
- Configured transactional and marketing email workflows, including custom templates and automation
- Designed and deployed AI-powered features such as document retrieval, structured tool execution, and streaming chat interfaces
- Optimized application performance with image optimization, caching strategies, and code-splitting
- Built admin dashboards with analytics, content management tools, and live data visualizations
- Developed scalable, serverless backends with environment-specific configurations
Next.jsTypeScriptTailwindNodePythonPostgresStripe
10+
Web builds shipped
99.9%
Production uptime
Spencer rebuilt our site and growth stack in weeks. SEO jumped, performance is stellar, and shipping new pages is easy.
— Founder, HealthTech Client
Founder • Serelora
Universal AI Interface for Physicians
EHR‑agnostic and clinician‑first. A team of specialized AI agents supports documentation, orders, and patient communication—without changing the EHR.
Serelora Web App
Serelora Desktop App
- Multi‑agent orchestration for clinical tasks (note drafts, order suggestions, patient messages)
- SMART on FHIR embed: launch-in-context inside the EHR with OAuth2/OIDC
- FHIR‑aware context: ingests patient bundles and composes structured clinical prompts
- Session memory scoped to patient/encounter; ephemeral scratchpads per sub‑task
- Parallelizable sub‑agents for summaries, orders, and patient comms where safe
- Observability: trace of intents, prompts, tool invocations, and outputs for audit
- Manager classifies each request and routes to specialized experts (documents, medications, general)
- Streaming responses for low‑latency typing UX
- Available on web and desktop (Electron) with a shared agent gateway
- EHR‑agnostic overlay and adapters that sit alongside existing workflows
- Secure context composer: packages scoped PHI + clinician intent into structured prompts
- Privacy‑first handling: PHI scoping, redaction, and least‑privilege data access
- Guardrails and review: tool permissions, structured extraction, human‑in‑the‑loop
- Observability: audit trail of prompts, decisions, and outputs
- Next.js + TypeScript app with Tailwind styling
- Electron desktop wrapper with secure preload/IPC
- Shared UI between web and desktop builds
- Sidebar patient selection, suggestion chips, and typing indicators for a smooth chat flow
- Markdown rendering with custom MDX components (tables, code, blockquotes)
HealthcareAIMulti‑agentEHR‑agnosticNext.jsTypeScriptNode
Founder • WozPrep
MCAT & STEM Tutoring
I run WozPrep, a tutoring service for pre-health students. I also build custom tools for passage practice, highlighting, timing, and analytics.
WozPrep Practice Library
WozPrep Practice Exam with Breakdown
- 1:1 tutoring focused on strategy, pacing, and confidence
- Content library + breakdowns + Khan-tagged references
- Custom Next.js practice app: highlights, strikethrough, saves
- Published in-depth articles on MCAT strategy, test psychology, and section-specific tactics
- Optimized WozPrep’s website SEO to attract more students through local and national search rankings
- Integrated real exam pacing simulations to improve timing and endurance
- Built a resource hub with curated videos, practice questions, and review sheets
Next.jsTypeScriptTailwindEducationPedagogy
+20 pts
Score lifts (best)
<24h
Avg. response time
What I Build With
The stack, patterns, and platforms used across my projects.
Frontend
Next.jsReactTypeScriptTailwind CSS
Backend & Data
Node.jsPythonFlaskPrismaPostgresREST APIs
Auth & Payments
Clerk / Auth.jsOAuth2 / OIDCStripe (subs, invoicing)
AI / ML
PyTorchGNNsCNNsTransformersMoEsTransfer learningMLPs
Agentic AI
OpenAI APIMulti-agent orchestrationTool / function callingStreaming UIStructured extraction
Healthcare
SMART on FHIR embedFHIR resourcesEHR-agnostic overlayPHI scoping & redactionHuman-in-the-loop guardrails
Apps & Infra
Electron desktop wrapperVercel deploysCloudflare DNSCaching & code-splittingSitemap / robots config
Content, SEO & Analytics
SEO (local + technical)OpenGraph / metadataGoogle Docs API ingestionDashboards & admin toolsAnalytics & tracking
Education
Michigan State University
B.S. in Human Biology, Minor in Bioethics
Sep 2020 – May 2024
- GPA: 3.91 (Honors) | MCAT: 524
Clinical Experience
Applied Behavior Analysis Therapist
Coyne and Associates | San Diego, CA
Aug 2024 – Present
- Conducted individualized therapy sessions to help children diagnosed with autism spectrum disorder and other developmental disabilities using evidence-based ABA techniques.
- Implemented targeted interventions to develop functional communication for nonverbal children.
- Taught emotional regulation techniques to reduce negative emotions and challenging behaviors.
- Supported development of gross motor skills through structured play and movement-based activities.
- Collected and analyzed detailed session data in an electronic health record to track client progress, analyze behavioral trends, and refine interventions.
- Collaborated with caregivers to promote consistency across environments, ensure treatment compliance, and maintain behavioral improvements.
- Conducted hands-on training for new ABA therapists using a structured four-phase model.
- Delivered constructive feedback to trainees on clinical performance, professionalism, and data accuracy.
- Collaborated with Regional Directors to monitor trainee progress and ensure adherence to protocols.
- Participated in trainer meetings and contributed to updates in training procedures and clinical standards.
Medical Scribe
Memorial Healthcare | Owosso, MI
Jul 2023 – Aug 2024
- Assisted several emergency and internal medicine physicians in the ED and ICU by documenting histories, exam findings, procedures, orders, and assessment & plans for up to 20 patients per shift.
- Collected preliminary patient histories and medication lists to improve physician efficiency.
- Interpreted laboratory values to streamline documentation and highlight critical findings.
- Reviewed and abstracted data from medical charts to support clinical decision-making.
- Collaborated with nursing staff to support unit operations, including restocking rooms and delivering comfort items and basic support to patients.
Hospital Volunteer
Sparrow Hospital | Lansing, MI
Sep 2022 – Apr 2023
- Supported nursing staff in an inpatient unit by assisting with up to 40 patients per shift.
- Answered patient call lights to provide timely assistance with comfort, mobility, and basic care needs.
- Sat with patients who had no visitors, offering companionship, emotional support, and conversation during long or isolating hospital stays.
- Measured vital signs, transported patients within the hospital, and observed diagnostic imaging exams.
Research Experience
Biochemistry Research Assistant
Michigan State University | East Lansing, MI
Sep 2020 – Apr 2025
- Assisted in study startup activities and research protocol design under Dr. Michael Feig.
- Utilized Python, C++, Bash, and Excel to conduct statistical analyses, verify simulation accuracy, and refine artificial intelligence (AI) models to optimize performance.
- Developed AI models including convolutional and graph neural networks, and transformers.
- Curated and maintained large datasets to train AI algorithms for applications in biochemistry.
- Collaborated with interdisciplinary teams to present research findings and refine methodologies.
Publications
Other Projects
- Molecular Dynamics Simulations of Monoclonal Antibodies (Sep 2020 – Jan 2021)
- Evaluated the stability and solubility of various monoclonal antibody candidates for treating cancer in physiological conditions.
- Found the candidates to be structurally unstable and unsuitable for therapeutic use.
- Presented findings to FAU collaborator.
Sociology Research Assistant
Michigan State University | East Lansing, MI
Jan 2024 – Apr 2024
- Designed and launched a research project investigating the social determinants of electronic health record quality, including conducting literature reviews, and compiling and analyzing complex datasets with Dr. Stephen Gasteyer.
Projects
- The Social Determinants of EHR Quality in US Hospitals (Jan 2024 – Apr 2024)
- Compiled data from American Community Survey and American Hospital Association.
- Explored how social factors relate to electronic health record quality across US hospitals.
- Calculated odds ratios from a logistic regression to assess statistical significance.
- Presented poster at the 2024 University Undergraduate Research and Arts Forum at MSU.
Teaching Experience
Founder & Tutor
Nov 2024 – Present
- Founded a private tutoring service with a custom-built website and student-facing tools.
- Conducted 1-on-1 tutoring sessions focused on test strategy, critical thinking, and content mastery.
- Applied the Socratic method to foster deeper student engagement and independent problem-solving.
- Integrated principles of positive psychology to build student confidence and promote motivation.
- Created personalized study plans based on student strengths, weaknesses, and time constraints.
- Helped students improve scores by up to 50 percentile points.
- Utilized Next.js, TypeScript, and React to develop an interactive website with modern UI/UX design to manage client inquiries, promote services, and host content.
- Built a web-based portal for MCAT practice tests and question banks, featuring original questions tailored to AAMC-style reasoning and pacing.
- Leveraged search engine optimization to increase visibility through online outreach.
Certifications
Basic Life Support (BLS)
American Heart Association
Issued Feb 2025 • Expires Feb 2027
Awards & Honors
Distinguished Freshman Scholarship
MSU Honors College
Issued Sep 2020
- Full-tuition academic scholarship for outstanding achievement.