Tom di Mino

Subquadratic AI

Principal Engineer

Jul 2025 — Present

AI startup building SubQ Code (Claude Code competitor), AI advisors, and evaluation infrastructure

• Architected autonomous code improvement loops that leverage long context to iteratively modify, evaluate, and keep/discard changes against SWE-bench—binary decision via LLM-as-a-Judge
• Built Python evaluation infrastructure: Docker-containerized agent harnesses on Modal cloud, 7-dimension DX scoring system across 24 test scenarios
• Deployed fine-tuned LLMs to production via TensorRT-LLM + Triton on 4×H100 with tensor parallelism
• Architected production AI advisor platform with FastAPI backend, layered memory, and 9 cognitive agent personas serving clients via SMS and voice
• Maintained internal Claude Code skills repo; mentored teams on agentic planning and development workflows

JP Morgan Chase

AI Engineer

May 2024 — Jul 2025

Building bespoke AI tools for 5,000+ wealth advisors at the world's largest bank

• Built Meeting Assist—bespoke AI tool for wealth advisors generating $800k/day savings with 72% advisor adoption rate
• Designed 5-agent agentic architecture using LangGraph with Python orchestration, evaluated with DeepEval
• Reduced hallucinations in production by rewriting and deconstructing prompt chains—systematic prompt engineering for financial compliance
• Developed RAG pipelines using LlamaIndex and proprietary solutions over financial documents and client data
• Collaborated directly with wealth advisors through 5 rounds of UX research, translating client feedback into engineering requirements

Google

Sr. Content Designer / AI UX Copywriter

Jun 2022 — May 2024

Worked with AI UX, RAI, and DeepMind teams

• Designed curriculum and internal tools for Googlers advancing technical leadership skills
• Audited mentorship platform serving 22k+ employees, drove 25% rise in program launches

Chan Zuckerberg Initiative

Sr. Content Designer

Nov 2021 — Jun 2022

Building open-source scientific tools for image analysis

• Co-led design of learning platform for napari—Python-based scientific image analysis tool used by biologists worldwide
• Published full course on GitHub using Jupyter Notebooks and Python; collaborated with 9 scientists and engineers to ship MVP in 6 months

Hugo & Cat

Sr. Content Strategist

Jun 2021 — Nov 2021

Top-50 award-winning agency; clients included Microsoft, Salesforce, and Johnson & Johnson

• Performed comprehensive content audit for the American College of Surgeons—the world's largest surgical organization
• Defined taxonomy, voice/tone guidelines, and content creation standards for the redesigned FACS.org
• Drove 40% increase in member applications and 42% increase in session duration within 9 months

Valtech

Technical Content Strategist

May 2020 — Jun 2021

Top-50 global digital agency specializing in data science, AR/VR, and brand strategy

• Migrated Dolby Laboratories to Sitecore, designing landing page and product page templates for desktop and mobile
• Devised information architecture for AONA (surgical nonprofit) and IMA (financial continuing-ed organization)
• Delivered content calendars incorporating keyword research, SEO analytics, and competitive research