I build AI products at the intersection of technology and social impact — from grants management systems to responsible AI tools for vulnerable communities. I'm passionate about shipping things that matter.
About
I'm a rotational AI Product Manager at Schmidt Futures, where I've shipped products across AI safety, climate tech, and social impact. My work spans from founding PM on a grants management system to designing RAG tools that save social workers 10+ hours a week.
I hold a dual degree in Computer Science (H.BSc) and Business (H.BA) from Western University and Ivey Business School — which means I speak both product and engineering fluently.
Outside work: I believe the best products come from deep curiosity about people and systems.
Hands-on with LLMs, RAG pipelines, MCP, fine-tuning, and responsible AI deployment across regulated sectors.
Every product I've shipped serves a mission — from climate data platforms to AI tools for vulnerable communities.
CS background + Python, ML/DS skills mean I can collaborate deeply with engineers and own technical trade-offs.
H.BSc Computer Science + H.BA Business Administration, Western University & Ivey Business School
Philosophy
Every project I've shipped started with deep discovery — 25+ social workers at Nava, 25+ reservoir managers at UC Berkeley. I do the listening first.
I've designed guardrails for vulnerable populations, authored responsible AI frameworks, and mapped safety gaps across the full AI lifecycle. Responsible deployment isn't a checkbox — it's a design principle.
RAG tools scaled to 10+ state agencies. Data platforms designed for 8 HiMAT regions. I architect for scale on day one, even when shipping an MVP.
A few numbers that matter
Case Studies
Schmidt Futures — Enterprise Tech
Nov 2025 – Present
Founding PM on a first-of-its-kind grants management system, reporting directly to the CTO. Designed an MCP-forward agentic tool that connects an LLM to live grants data — building a domain-specific skills layer to encode workflows and enable natural language querying across platforms through a custom UI. Managing a cross-functional global team across Asia and North America.
Office of Eric Schmidt — AI Safety
May 2025 – Nov 2025
Authored a white paper mapping the complete AI safety lifecycle from pre- to post-deployment across model and application layers. Conducted gap analysis identifying underinvested intervention areas. Ran 20+ founder interviews across AI safety organizations to assess technical maturity, research direction, and policy integration — distilling insights into an investment framework focused on alignment, verifiability, and resilience.
UC Berkeley — Data Science & Environment
Aug 2024 – Apr 2025
Developed and fine-tuned an ML model leveraging LiDAR data to estimate snowpack depth for California water resource planning. Led discovery with 25+ reservoir managers to define the product vision for a centralized data platform. Created interactive Figma prototypes balancing immediate utility with long-term scalability across 8 HiMAT regions.
Nava Labs
Nov 2023 – Jul 2024
Architected and launched end-to-end RAG tools enabling faster benefits access for vulnerable populations. Led discovery with 25+ social workers to identify highest-impact use cases while establishing ethical guardrails for AI deployment. Authored a research framework assessing AI suitability in vulnerable environments — informing design decisions for 3 subsequent features. Designed for scalability across 10+ state agencies.
Projects
Built and deployed a climate decision support tool for UK policy experts using Claude Code, Replit, base44, and n8n — retrieving and synthesizing scientific literature into catastrophic scenario plans.
Founded a climate tech challenge connecting 50+ technologists with ocean scientists to solve ocean data standardization. Secured $35,000 in funding from Eric Schmidt through strategic stakeholder management.
Scaled SheHacks from a small event to 300+ attendees (300% growth) as Chairperson of the Women in Technology Society. Raised $32,000 in sponsorships.
Experience
Product Manager — Rotations in AI Safety, Climate Tech & Social Impact
Product Manager, Engineering Automation Team · Fremont, CA
Alumni Board Member, Impact Lead
Skills
Currently
How agentic systems change the trust model between users and AI products — and what new design patterns that demands
Whether AI safety research is moving fast enough relative to capability scaling, and where the biggest intervention gaps actually are
What "good" looks like for AI deployment in high-stakes, resource-constrained public sector settings — and how to measure it
I'm always open to interesting conversations about AI, product, and impact. Whether you want to collaborate, chat about a problem, or just say hi — reach out.
✦ Open to Contracting