Architecting distributed cloud and GenAI platforms across Amazon Connect, with work spanning cross-region resilience, AgentCore and MCP infrastructure, LLM evaluation, security, operational readiness, and large-scale cost optimization.
Hamza Ehsan · Software engineer · Seattle
Engineer by trade. Curious by default.
I build distributed systems and AI platforms at AWS, and I’m exploring how software can make on-call work calmer through StackPilot.
01
Career
Recent work across cloud services, AI platforms, trading systems, and full-stack product development.
Led full-stack integrations during the Tradovate acquisition and redesigned onboarding, reporting, and analytics systems without disrupting live trading operations.
Built web applications, analytics tooling, APIs, and a Python/Flask CSS minification service that reduced application bundle sizes and improved first-load performance.
02
Selected work
Products and experiments spanning AI operations, computer vision, mobile software, and data systems.
01
AI incident response · Featured
StackPilot
An AI-powered on-call copilot that investigates alerts, connects evidence across code and observability tools, and drafts proposed fixes as pull requests.
- 100+ engineers
- 1,000+ bugs fixed
- 15-minute average resolution
02
Computer vision
DroneSeek
An autonomous facial-recognition drone built with Tello, OpenCV, Pandas, Pygame, and Flask.
03
Full-stack product
Texties
An SMS-based note-taking app built with Next.js, Flask, PostgreSQL, SQLAlchemy, and Twilio.
04
iOS · MakeHarvard winner
EV2EV
A peer-to-peer approach to electric-vehicle charging, created as the winning MakeHarvard 2019 project.
05
Mobile product
FlashPass
A Flutter concept for a universal, location-aware car-wash membership and automated arrival experience.
06
Data science
Virus Growth Patterns
An R-based study modeling early COVID-19 growth against international travel patterns.
03
Writing
A small index of ideas, notes, and product thinking—kept easy to browse.
04
Away from the keyboard
Cycling, reading, cooking, and the questions that come from studying both computers and people.
Outside
Cycling
Long rides, new routes, and time away from the desk.
Learning
Reading
Technology, philosophy, human behavior, and useful contrarian ideas.
Making
Cooking
A different kind of systems thinking—with a better payoff at the end.
Education
Lawrence University
Bachelor’s in Computer Science and Philosophy, 2020
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