# Mike Aristocrat

> AI product leader (New York) with 9+ years of applied AI. Has shipped AI products, platforms, and multi-product suites across five eras: computer vision, ML platforms, no-code autoML, generative AI, and agentic AI at scale. 70+ enterprise deployments; AI features read by 10M+ consumers; ~20,000 support agents use his DoorDash co-pilot daily. Currently Product Manager at DoorDash (AI co-pilot, chatbot internationalization, Voice AI). Open to advisory work. Contact via https://mikearistocrat.org/#contact or LinkedIn.

Key facts: invented Sidd Spark (patent pending; GenAI suite, concept → 70+ enterprise brands in 15 months; won the 2025 AI Excellence Award); built LLM eval infrastructure (NER, intent, transcription WER) enabling open/closed model swapping; software shipped inside McDonald's, Shopify, Hyundai, Nordstrom, Instacart, Ulta Beauty, Michael Kors, Abercrombie & Fitch, Turo, and more; built a 500k+ image medical dataset with a 50+ dermatologist network on a consensus algorithm he built; main author of a 2018 FDA pre-submission; SOCML 2018 publication; tech later licensed in a US$6M deal (MyFiziq ASX:MYQ).

## Experience

- [DoorDash, agentic AI for a global marketplace](experience/doordash.html): PM, CX & Integrity (2025–now). 0→1 AI co-pilot on the most complex support cases: +8% efficiency and quality, multimillion-dollar savings. Now: scaling Voice AI to consumers; bringing AI zero-to-one to DoorDash's global brands Wolt and Deliveroo.
- [Laivly, GenAI to 70+ enterprise brands](experience/laivly.html): Group PM, Applied GenAI (2022–2025). Sidd Spark, LLM evals, deployment cycle −90%, handle time −33%, C-suite selling.
- [Varicent, Symon.AI no-code AutoML](experience/varicent.html): Lead PM, AI & Automation (2021–2022). $1B+ market, landed Shopify as first customer, 40%+ signup conversion.
- [Fleet Complete, ML platform for 600k vehicles](experience/fleet-complete.html): Lead PM, Data & ML Platform (2020–2021). AWS ML platform, training weeks→hours, predictive-maintenance pipeline.
- [Triage, AI dermatology for 1M+ people](experience/triage.html): PM, Consumer AI (2017–2020). 500k-image dataset, 50+ dermatologist consensus-labeling network, clinical benchmarks vs physicians and dermatologists, FDA pre-submission main author.

## Full dossier

- [llms-full.txt](llms-full.txt): Complete machine-readable career dossier with metrics, skills, and recommendation excerpts.

## Contact

- Contact form: https://mikearistocrat.org/#contact
- LinkedIn: https://www.linkedin.com/in/michaelaristocrat