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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

United States
500+ connections
Dave Brace on LinkedIn

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

Experience (20 roles)

Caber Systems, Inc. · Full-time

co-Founder : Head of Gen AI

Current

Caber Systems, Inc. · Full-time

Oct 2024 - Present · 10 mos·San Francisco Bay Area · On-site

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...

MindsDB · Full-time

Group Product Director AI/ML - 2 Million users

Current

MindsDB · Full-time

Mar 2024 - Present · 1 yr 5 mos·San Francisco Bay Area · On-site

Group 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...

OpenEBS · Full-time

Head Maintainer - Opensource CNCF project - 15 Million users

Current

OpenEBS · Full-time

Jan 2021 - Present · 4 yrs 7 mos·San Francisco Bay Area · Hybrid

I 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)

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

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

U

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)

VectorDBgpuAnalytical SkillsKnowledge GraphsMarket AnalysisSQLTeam ManagementLarge Language Models (LLM)Case StudiesMarketingProgram ManagementDatabasesProblem SolvingAttention to DetailCommunicationGenerative AIMySQLCloudPythonRustGitHubCloudAzureLLMGitHubAzureMongoDBAWSEKSGKELinuxGraphQLLeadershipUser StoriesReactNLTKHugging FaceLlamaIndexLangChainLangSmithNVIDIA CUDAMongoDBAWSEKSGKELinuxIBM CloudDataStoreKubernetesReactGoogle CloudPythonRustFlowMySQLDynamoDBRedisElasticsearchKafkaOracle CloudCompute EngineGraphQLSnowflakeVPCPythonIBM CloudDataStoreKubernetesGoogle CloudFlowDynamoDBRedisElasticsearchKafkaOracle CloudCompute EngineSnowflakeVPC
Publications (1)

$0 to $1 Billion product growth in 588 days.

Gartner Inc. Research & Advisory insights. www.gartner.com · Aug 1, 2014

Languages (2)
Hungarian(Professional working proficiency)English(Full professional proficiency)
Volunteer Experience (2)

Head Coach / Assistance coach

Current

LAMORINDA 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

Frequently Asked Questions

What is Dave Brace's current role?
Dave Brace is currently working as co-Founder : Head of Gen AI at Caber Systems, Inc. · Full-time.
Where did Dave Brace study?
Dave Brace studied Executive Education program , Data Science & Statistics at UC Berkeley Electrical Engineering & Computer Sciences (EECS). They have 4 education entries on their profile.
What skills does Dave Brace have?
Dave Brace's top skills include VectorDB, gpu, Analytical Skills, Knowledge Graphs, Market Analysis. They have 78 skills listed on their profile.
Where is Dave Brace based?
Dave Brace is based in United States.

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