Product · AI · Security
As a Product Security Strategist at Salesforce with an engineering background, I figure out what the business needs and ship it accordingly.
I'm a Product Security Strategist at Salesforce who started out as a software engineer, so I'm just as comfortable shaping a roadmap as I am building the system behind it. I thrive in ambiguity, especially where AI, security, and product meet.
I've brainstormed, architected, and launched an AI platform from zero to production, owned the roadmap and growth for a RAG-as-a-service platform, and driven proactive security consultations across thousands of engineers. I tend to own problems end-to-end and build the playbook for how to deal with them.
I studied Computer Science at UCLA, stacking a Bachelor's and an AI-specialized Master's into four years, and I've been in that AI x product space ever since.
Product Manager
Architected and launched an AI system from zero to production, unifying data across teams to cut manual review workload by 30% and accelerate delivery for 50+ product security engineers. Owned the roadmap and growth for a RAG-as-a-service platform — onboarding 10+ teams through self-serve resources — and delivered 30+ security consultations across 1,000+ engineers as an early driver of the org's shift-left strategy.
Associate Board Member
Helped further the mission of the association by raising $2.5k annually, volunteering directly with the kids, and leading recruitment for the associate board. This included running recruitment events with 100+ attendees, handling marketing and vendor coordination, and managing day-of logistics.
Software Engineering Intern
Across Detection & Response and Defensive Operations: built a real-time ML Model Registry on AWS, PostgreSQL, Airflow, and Flask that gave leadership live model-health visibility and cut on-call toil by 20%. Engineered an automated malicious-user suspension system that halved response time, and shipped temporal sample-tracking software that surfaced 20% of previously invisible malicious activity.
Vice President & Project Lead
Managed client relationships end to end — sourcing, scoping engagements, and setting timeline and deliverable expectations — while also leading projects directly for some clients myself. On top of that, I mentored 30+ project leads through their own clients engagements: onboarding them, scoping timelines, shaping check-in presentations, and making sure things ran smoothly. Operations-wise, I handled legal enablement, recruiting, and mentorship of junior members.
Project Manager
Led a 5-person team using Agile to design and ship an iOS app that helped users set and achieve personal goals. Implemented a WebSocket-based messaging platform inside the app to power real-time user-to-user communication.
AI · Security
Company-Wide AI Review System
Architected and launched from zero to production, unifying data across engineering teams and services. Cut manual review workload by 30% and directly accelerated delivery for 50+ product security engineers.
Security · Prioritization
Security Engagement Triage Tool
Built a risk-scoring calculator, grounded in OWASP fundamentals, that runs against every incoming security engagement. It pulls signals from across the company — code repos, Slack threads, Google Docs, GUS records — and cross-references them to surface the real risk picture, so the team only spends time on what actually matters.
Product · Platform
RAG-as-a-Service Platform
Owned roadmap and growth for an internal RAG platform. Built self-serve resources that let 10+ teams stand up their own POCs without engineering involvement, saving 50+ hours. The early pilots surfaced gaps that shaped our next wave of features and integrations, while adopting teams used the platform for anything from cutting on-call time and powering customer-facing chatbots.
AI · Audio
Voice Emotion Analyzer
Fine-tuned a wav2vec2 transformer to classify speaker emotion from raw audio alone — happy, angry, sad, fearful, neutral — no transcript needed. Shipped as a Python package with a CLI, librosa-based ingestion, batch processing, CSV/JSON output, a pandas API, and auto device selection across CUDA, MPS, and CPU.
Social · Product
Group-First Social App
A social app where the friend group, not the individual, is the atomic unit. Groups swipe Hinge-style on behalf of their crew to match with other groups — a match opens a shared chat for making plans. Built on the thesis that most new friendships form group-to-group, but every social product still optimizes one-to-one. Currently in progress.
Let's work on building something together.