# Evan Gabrielson > Software Engineer @ Glean | Ex-Founder @ Carbonlink | Masters in Data Science & Machine Learning Location: San Francisco, California, United States Profile: https://flows.cv/evangabrielson I lead product development for Glean's agentic business observability platform. Our mission is to tap into the 90%+ of dormant enterprise data to synthesize unprecedented real-time insights for business leaders. We filter the noise so leaders can act on the signal. Before, I worked in neuroscience research, founded a climate tech startup, and developed an AI-centric commercial real estate management platform. I'm actively working to bridge the gap between what AI can do and what enterprises can trust it to do. --- If this mission resonates with you or you find my profile interesting, feel free to message me with inquiries regarding opportunities to collaborate! 📧 ## Work Experience ### Software Engineer @ Glean Jan 2024 – Present | Palo Alto, California, United States Building Glean's agentic business observability platform ### Senior Software Engineer, Applied AI @ Stealth Startup Jan 2024 – Jan 2024 | Los Angeles, California, United States • Engineered AWS-managed Airflow to clean and transform commercial lease PDFs into LLM-generated Question-Answer (QA) pairs using GPT-4o, Pinecone and LangChain RAG to achieve 5x increase in lease processing throughput for 80% reduction in product pricing. • Led development of Next.js and React TypeScript UI for validating QA pairs with human feedback, doubling user feedback score to 99%. • Optimized platform operations by integrating GitHub Actions for CI/CD and unit testing, Twilio for OAuth, Stripe Connect for payouts, and Slack API for in-platform support, slashing administrative hours for the Chief Operating Officer by 60%. ### Co-Founder / Head of Product @ CarbonLink Inc. Jan 2021 – Jan 2024 | Los Angeles, California, United States • Designed, deployed, and maintained high-availability B2B platform in Next.js, React TypeScript, Jest, and Kubernetes for carbon accounting and offsetting, handling $60M in credits for 200+ enterprises from 340 globally-sourced sustainability projects. • Centralized accounting and offsetting services into serverless, event-driven REST API provisioned in Terraform and AWS to enhance scalability and maintainability, yielding 45% reduction in operating costs, 30% faster release cycles, and 99.8% uptime. • Identified Carbonlink API as growth driver by analyzing log data in Elasticsearch dashboard, leading to 125% surge in monthly revenue. • Exceeded product timeline expectations with 100% sprint completion rate for 12-person team by meticulously detailing feature requirements and automating CI/CD and user story management with GitHub Actions. Awards: - USC TroyLabs Startup Accelerator "Startup of the Year" - Contrary Venture Capital Group's Nationwide College Startup Championship - USC Lloyd Greif Center for Entrepreneurial Studies Startup Accelerator Participant ### Research Scholar - Institute of Technology and Medical Systems Innovation @ USC Viterbi School of Engineering Jan 2020 – Jan 2021 | Los Angeles, California, United States • Spearheaded comparative analysis on 7 convex hull algorithms within parallel and distributed environments, benchmarking performance metrics like runtime and scalability to evaluate their applicability for large-scale data processing. • Adapted and optimized Graham Scan algorithm for GPU acceleration with CUDA, NumPy, and Shapely for brain signal pathway reconstruction, reducing processing time from 23 minutes to 1 minute for near real-time simulation of pathway geometries. ### Software Engineer @ Northrop Grumman Jan 2021 – Jan 2021 | Calabasas, California, United States • Rectified bit overflow in flight navigation code isolated through rigorous unit testing in C++, saving $1M+ from averted unit recalls. • Tuned ARIMA model for denoising accelerometer signal input, isolating original signal with 99% accuracy after 100ms. ### Software Engineer @ Northrop Grumman Jan 2020 – Jan 2021 | Calabasas, California, United States • Generated unit tests in C++ Bazel for UH-60 Blackhawk and programmed GUI dashboard for unit test monitoring and error tracing. • Coded C++ plugin to support database transactions and change previews within IBM DOORS, reducing timeout frequency by 80%. ### Electrical Engineer for NASA CubeSat Satellite Build @ USC Information Sciences Institute Jan 2019 – Jan 2020 | Marina del Rey, California, United States • Directed PCB design and integration of solar array and battery system for satellite to qualify 14 Lockheed Martin SmartSat™ sensors. • Modeled ”Blackout” protocol to reduce battery power drain by 80% during critical power loss events, boosting satellite resiliency. ### Systems Engineer @ Northrop Grumman Jan 2019 – Jan 2019 | Woodland Hills, California • Developed and tested robust Kalman filter algorithm in C and MATLAB for real-time sensor data processing on Raspberry Pi, leveraging MEMS accelerometer to reduce environment noise by 20 dB. ## Education ### Master's Degree in Machine Learning and Data Science University of Southern California ### Bachelor's Degree in Electrical & Computer Engineering University of Southern California ### Campolindo High School ## Contact & Social - LinkedIn: https://linkedin.com/in/evan-gabrielson - Portfolio: https://www.gabrielson.info - GitHub: https://github.com/evangabe/evangabe --- Source: https://flows.cv/evangabrielson JSON Resume: https://flows.cv/evangabrielson/resume.json Last updated: 2026-04-11