Victor N.
San Francisco, CA, United States0
Senior Software Engineer | Ex-Digital Promise | Transitioning into AI Platform & MLOps | Open to Opportunities
Problem-solving software engineer with 7+ years of experience building scalable infrastructure and improving system reliability. Passionate about developer experience and infrastructure automation.
AI Fluency
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Projects
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CodeSmash
Code collaboration app with video and audio communication. The application is an interviewing tool with the additional benefit of having built-in video and audio communication via WebRTC.
Stack: MongoDB/Mongoose, Express, React, Node, CodeMirror (editor), XTerm (terminal), Sandbox (code execution), Heroku.
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Hello Marcia
Siri clone that responds to voice commands for directions, food recommendations, weather information.
Tech: PostgreSQL, Express, React, Node, Semantic, Heroku.
APIs: Houndify (Voice to Text)
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Pinpoint
Meetup app suggests activity locations central to a number of user-specified addresses.
Tech: MongoDB/Mongoose, Express, React, Node, Heroku.
APIs: GoogleMaps, Yelp
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Sort of Sorts
How do Instagram and Amazon actually decide the order of the search results they show you?
The full proprietary algorithms used by these platforms are extremely complex and far beyond the scope of this paper. However, we can simplify the question in an interesting way: if we ranked the same items using only basic statistical primitives - such as simple average rating, z-score (frequentist approach), and Local False Discovery Rate (Bayesian approach) - how similar or different would the rankings be? What are the strengths and biases of each method?
This statistics and data-science project explores those questions through a real-world example: the sorting of a dataset of ~4,900 recipe reviews.
Experience
Senior Software Developer - Digital Promise Operations and Learner Variability Project
Digital PromiseMar 2018 — Dec 2025 · San Mateo, California
Led site architecture changes and served as tech lead for separating production and development environments using separate EC2 instances and elastic IPs. Optimized server response times by 10x through instance caching strategies, reducing latency from 1000ms to under 100ms.
Software Engineering Fellow ("Hacker in Residence")
Hack ReactorSep 2017 — Dec 2017 · San Francisco, CA
Led training for new hires on interview techniques and student mentoring. Supported hundreds of students in building and debugging full-stack web applications using React, Angular, Backbone, Node + Express, and MySQL/MongoDB.
Education
Hack Reactor
Software Engineering in Full-Stack Javascript Web Development
Jan 2017 — Dec 2017
Advanced Software Engineering Immersive
Free Code Camp
Front End Web Development Certification
Dec 2016
Worked on various projects to hone crucial web development skills.
San Francisco State University
Bachelor of Science - BS
Jun 2023
NREMT
National Registry of Emergency Medical Technician
Credentials
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License or certification
Building Adaptive AI Agents
DeepLearning.AI
Issued Sep 2026
N
License or certification
Emergency Medical Technician (EMT) - Specialist
National Registry of Emergency Medical Technicians
E
License or certification
Terraform Beginner Bootcamp (Terraformer)
ExamPro
Issued Oct 2023
C
License or certification
Foundations of Humane Technology
Center for Humane Technology
Issued Sep 2023
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Skills
Agentic AI DevelopmentAI AgentsAutomationDevOpsInfrastructure ManagementInfrastructureBayesian statisticsData AnalysisWeb ScrapingBasic Life Support (BLS)TeachingTechnical DocumentationDjangoPandas (Software)LinuxDesign Review