CollegeVine
Forward Deployed Engineer
I build and deploy AI agents for institutions, from their first deployment to managing 20 agents. I lead a client portfolio representing millions in annual recurring revenue.
EXPERIENCE
From models to the world.
A career connecting research, product and the people who make AI work in practice.
Essential AI
Team acquired by NVIDIAMember of Technical Staff
Helped build and launch publicly available AI models and training datasets, working across data quality, evaluation, tooling and product release. Also served as interim Head of Operations.
Co-authored research with Ashish Vaswani, a coauthor of “Attention Is All You Need,” the paper that introduced the Transformer architecture behind modern AI.
From research to release
#1 trending
Rnj-1 reached the top of its Hugging Face category, where developers discover and share AI models.
Text-generation models under 256B parameters · reported by Essential AI following release- AI for the wider community. Helped build and release Rnj-1 and Essential-Web: publicly available AI models and training data.
- Quality from data to launch. Led expert data validation and release work, including the launch website, blog and rebrand; supported evaluation and tooling.
- Experience I bring to clients. Evaluating AI quality, choosing suitable tools and turning promising capabilities into dependable workflows.
Woflow
Product Operations Lead
Helped build the retail vertical, leading five product launches and enterprise implementation. Built teams, analytics and AI-assisted workflows to support operations at scale.
Scale AI
Product Manager · RLHF Operations
Built products and workflows for reinforcement learning from human feedback, connecting contributors, customers and engineers across large-scale AI data operations.
EARLY FOUNDATIONS
Telus
Analytics & software engineering
May — Dec 2019
Verge
Software engineering
Jun — Sep 2020
Amazon
Business intelligence engineering
May — Aug 202116 months of work experience alongside my degrees.