Dave Brace
♾️✨ Agentic Ai PM | Built 5 Products from zero to +$1Billion revenue | Created 2 new markets from zero | Agentic AiPM Engineer | GTM PM Ai Engineer, Roadmap, Strategy, Designer/coder | GenAI ML LLM RAG NLQ Data expert
Updated 8 months ago
29+
Years Experience
20
Roles
78
Skills
4
Education
About
I build and ship products. Fast. I build transformative product experiences like nobody else. I build high-growth businesses. I love solving intractable business problems. I love building high performance teams. I am passionately empathetic to customers. – I am unstoppably passionate. - I use Data, statistics & experimentation as the core of my Product Mgmt strategies. Less gut feel/intuition. More data driven PM inferences proven from models, code and AI tools. - I helped create the Generative AI industry and am an influencers in the Gen AI space. ▬▬▬▬▬▬ SPECIALTIES: ✧ I love all things data. - Its my passion. ✧ Excellent interpersonal skills with sharpened analytical mind-set. ✧ Agile, Scrum, Kanban, Lean Product Mgmt ninja. ▬▬▬▬▬▬ UNIQUENESS Startups.: I've help build 4 startups that each passed $1B in revenue from $0 rev I specialize in creating New Products. Getting from concept to commit. From v0 to v1 Product Design, Definition, Prod Mgmt, New product strategy, Growth & Scale Multi-team lateral expertise across MKtg, Go-to-Market, Alliance, Biz Dev, Growth & C-Level Scaling (up & out). Internet scale Compute, Internets scale growth. ▬▬▬▬▬▬ EXPERTISE ✧ I'm a Dynamic high-energy Prod Mgmt with real technical depth - I can code & Vibe Code. Do Data science, Prototype apps myself: (lang of choice // Python, Go, Rust) - I'm very technically astute with deep hands-on ability (my Eng relationships are deep): - Web-scale Enterprise Grade distributed Data platforms, espc. for Generative AI and AI and MLops. - Scale-out distributed Compute, data-stores, IaaS, PaaS, Applications & Cloud - Data science, Statistics, Probability, Inference, Data wrangling, Data pipelines - Data platforms, Inference, NLP, Text2SQL, LLM AI/ML RAG / ReAct pipelines, Data API's, CoT & ReACT Reasoning agentic frameworks & workflows. Pytorch, sci-kit, NLTK, HuggingFace, CrewAI, LlamaIndex, LangChain, LangSmith, MLops, Nvidia, Cuda, DGX, Base Command. Python, Go, Rust
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Experience (20 roles)
co-Founder : Head of Gen AI
CurrentCaber Systems, Inc. · Full-time
Caber is an GenAI Enterprise company that converges Data Quality + Lineage + Observability with in-line Data Classification & Security into a single platform. ✧ As co-founder, I head Product Mgmt and run our Gen AI Products, Knowledge Graph & AI Data strategies. ✧ I'm driving our v1.0 PMF and GTM...
Group Product Director AI/ML - 2 Million users
CurrentGroup Product Mgmt leadership across Commercial and Open Source Gen AI products at MindsDB. I lead our AI/ML Data integrated intelligent Gen AI Cognition platform that connects your Data to Gen AI/LLM models, RAG / Knowledge Base / CoT Reasoning pipelines. - I define our roadmap and strategy to ena...
Head Maintainer - Opensource CNCF project - 15 Million users
CurrentI am the Head Maintainer guiding the worlds most deployed CNCF open-source K8s Container Native Data Storage platform for AI/ML Data Pipelines.. - OpenEBS. Our team invented Microservices Aware Stateful storage for K8s. I lead a global multi-disciplinary opensource team on all things Product, Engin...
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Education (4)
UC Berkeley Electrical Engineering & Computer Sciences (EECS)
2017 - 2019
Data8.1x : Data Science : Computational thinking, statistics, analytics / Python Data8.2x : Data Science : Inferential Thinking by Resampling & visualizations / Python Skills: Data Quality · Data Architects · Data Access · Communication · Market Analysis · Attention to Detail · Data Lineage · Problem Solving · Analytical Skills · Case Studies · Metadata
Massachusetts Institute of Technology
2016 - 2017
MIT LaunchX Entrepreneur program MIT undergraduate Biochemistry, Molecular biology, and Genetics MITx: 7.00x Introduction to Biology - The Secret of Life MITx: 7.28.1x Molecular Biology: DNA Replication and Repair MITx: 7.28.2x Molecular Biology: Transcription and Transposition MITx: 7.28.3x Molecular Biology: RNA Processing and Translation MITx: 20.305x Principles of Synthetic Biology Skills: Data Quality · Data Architects · Data Access · Communication · Market Analysis · Attention to Detail · Data Lineage · Problem Solving · Analytical Skills · Case Studies · Metadata
Udemy online
Jan 2016 - Sep 2022
- Agile Product Mgmt ** CERT: https://www.udemy.com/certificate/UC-929cf406-693c-4423-bfa3-ea2e129515a1/ - Product Mgmt for AI/ML & Data Science ** CERT: UC-48791432-753a-40f0-a5e6-defe7ca81602 - Python for Data Science and Machine Learning Bootcamp ** CERT: UC-5e1aa871-56bb-4528-a474-2c3484941eaf - Data Science A-Z : Real-Life Data Science ** CERT: UC-91e3f63e-bc59-4b43-b082-4e8310a03004 - Data Science and Machine Learning Bootcamp with R - Statistics for Data Science and Business Analysis Skills: Data Quality · Data Architects · Data Access · Communication · Market Analysis · Attention to Detail · Data Lineage · Problem Solving · Analytical Skills · Case Studies · Metadata
Skills (78)
Publications (1)▼
$0 to $1 Billion product growth in 588 days.
Gartner Inc. Research & Advisory insights. www.gartner.com · Aug 1, 2014
Languages (2)▼
Volunteer Experience (2)▼
Head Coach / Assistance coach
CurrentLAMORINDA RUGBY FOOTBALL CLUB
Jan 2022 - Present · 3 yrs 7 mos
Social Media Marketing Community Mgr
America's Cup
Jun 2012 - Sep 2013 · 1 yr 4 mos
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