Resume
kevincorvallis@gmail.com | github.com/kevincorvallis
Education
University of Southern California — B.S. Computer Science, Viterbi School of Engineering | May 2022
Honors: Army ROTC Full Scholarship, Pathway Oregon Full Scholarship, Armed Forces Award, Dean's List
Certifications: Winner of 2022 Microsoft Global Hackathon Industry Executive Challenge
Work Experience
Microsoft AI — Software Engineer | Redmond, WA | Aug 2022 – Present
- Built and shipping new Copilot settings experience across backend and frontend in C++
- Designed and operating large-scale Azure data pipelines for Copilot, Edge, and Windows, processing 40TB+ of user metadata per day and cutting end-to-end latency from 72 to 24 hours (3x) to accelerate A/B experimentation
- Architected cost-optimization initiatives for high-scale Azure data infrastructure, reducing annual cloud spend by $240K+ while maintaining 99.9%+ uptime and improving pipeline reliability
- Led a 12-person cross-functional team to win the 2022 Microsoft Global Hackathon by building an AI-powered Alzheimer's detection tool for researchers
ACL Solutions LLC (PookieB) — Founder & Software Engineer | Remote | 2024 – Present
Founded a software company building 10 consumer and developer products across full-stack web, iOS, and AI/ML:
- Shredders — Real-time powder tracking app for 28 PNW ski resorts. Next.js 16 + React 19 frontend, Supabase backend with 90 API endpoints, SwiftUI iOS app with push notifications and Apple Sign-In. 8-factor powder scoring, 7-day forecasts, AI chat (Claude + GPT-4), and social events with RSVP/carpool coordination.
- Pookie B News Daily — Automated news aggregation and podcast platform. Flask + DynamoDB backend scraping 9 sources, AI-generated summaries (GPT-4o-mini), NPR-style podcast episodes via custom ElevenLabs TTS voice. iOS app with widgets, web dashboard with D3.js analytics. Daily scraping + weekly podcast via GitHub Actions.
- SmartSpender — AI financial decision engine with a 3-stage pipeline (natural language → deterministic calculations → narrative). 13 AWS Lambda functions orchestrated by Step Functions, Amazon Bedrock Claude for analysis, GPT-4o Vision for receipt OCR. 10 DynamoDB tables, SwiftUI companion app for receipt splitting.
- SPACEc — Stanford academic Python library for multiplexed imaging analysis, published on PyPI and bioRxiv. 19K lines of Python. Cell segmentation (Cellpose, DeepCell), GPU-accelerated clustering, STELLAR GNN annotation, and novel Patch Proximity Analysis. 19 notebooks, full CI/CD, Docker support.
- Also built: DayByDay (social journaling), Harmony Tracker (AI relationship coach), Wilco (ATC radio trainer), San Jose ADU Checker (GIS permit tool), klee.page (portfolio), ACL Solutions site
Broad Institute of MIT and Harvard — Researcher | Boston, MA | May 2022 – Sep 2022
- Laboratory of Dr. Guoping Feng — classified spatial scRNA-seq data (MERFISH) to subthalamic nuclei regions with machine learning using DAPI/POLYT scans from Allen Brain Institute
- Built and managed relationships with medical scientists at Harvard Children's Hospital, translating MERFISH data into manageable digital solutions
U.S. Army — Soldier | West Point, NY | Sep 2017 – May 2022
- Coordinated small-unit tactical operations and field training exercises as a United States Army Cadet (E-5), ensuring mission success under high-pressure conditions
- Managed technical and logistical support in the Battalion S-4 unit, optimizing resource allocation through data-driven decision-making
Red Berry Innovations — Software Engineer Intern | Omaha, NE | Apr 2020 – Jun 2020
- Classified vehicle sensor data from CAN bus systems using convolutional neural networks, coordinating with cross-functional teams for improved data analysis
- Developed solutions for vehicle movement and location tracking without GPS using complex dynamic sensor data
NASA Jet Propulsion Laboratory — Software Engineering Intern | Pasadena, CA | Jun 2019 – Aug 2019
- Enhanced the Curiosity rover's operational efficiency by 8-12% through development of improvement models for mission-critical digital systems
- Presented work at the 2020 NASA conference on integrating advanced analytics and open-source technologies
Volunteer
Angel Flight West — Pilot | Seattle, WA | Jun 2024 – Present
Volunteer pilot providing critical medical transportation in the Puget Sound area
Technical Skills
Languages: Python, TypeScript, JavaScript, Swift, C++, C#, Java
Frontend: Next.js, React, SwiftUI, Tailwind CSS, HTML/CSS, Chart.js, D3.js, GSAP
Backend: Node.js, Flask, AWS Lambda, Supabase, REST APIs
Cloud & Infrastructure: AWS (Lambda, DynamoDB, S3, Cognito, Step Functions, Bedrock, SAM), Azure, GCP, Vercel, Docker, Kubernetes, GitHub Actions
AI/ML: Anthropic Claude, OpenAI GPT-4, ElevenLabs TTS, TensorFlow, PyTorch, Cellpose, AnnData/scanpy
Databases: PostgreSQL (Supabase), DynamoDB, Redis (Upstash)
iOS: SwiftUI, UIKit, WidgetKit, MapKit, Push Notifications, Apple Sign-In
Interests
Humanitarian aid, sustainable energy, surfing, flying, traveling