10+ years building AI/ML-powered B2B SaaS products. 3× founding PM, ex-Director of Product, ex-analytics engineer. I write, mentor, and build on the side.
I build AI-powered products for a living, write about product management to pay it forward, and mentor because someone did it for me first.
From AI Social at Luxury Presence (concept to beta in 90 days) to Creator Studio at Kajabi ($1M+ revenue), to consulting turnarounds at tvScientific, Stan, and AudienceX — I specialize in shipping products fast in high-ambiguity environments.
From quantitative ML ad-optimization models at Panoramic to GPT/Whisper-powered video editors at Kajabi to agentic AI social campaigns at Luxury Presence — I've shipped AI products across the full evolution from classical ML to LLMs.
I'm proud to have my impact published, from articles to testimonials from coworkers.
He has an uncanny ability to learn every detail of every feature and has become the go-to product expert.
Andy leverages his deep analytics skillset, strong process orientation, and a customer obsession mindset to deliver results.
He has an uncanny ability to learn every detail of every feature and has become the go-to product expert.
Andy leverages his deep analytics skillset, strong process orientation, and a customer obsession mindset to deliver results.
He has an uncanny ability to learn every detail of every feature and has become the go-to product expert.
Andy leverages his deep analytics skillset, strong process orientation, and a customer obsession mindset to deliver results.
I feel rejuvenated after chatting with Andy. He is empathetic and sensible, and his advice is always given with great clarity.
I feel rejuvenated after chatting with Andy. He is empathetic and sensible, and his advice is always given with great clarity.
I feel rejuvenated after chatting with Andy. He is empathetic and sensible, and his advice is always given with great clarity.
I've worked with some great companies, large and small, all making an impact.
Ready to grow ARR, launch new revenue streams, or solve your hardest product problem? Let's chat!
I love solving big problems -- scaling ARR, climbing a new route, or flying an FPV drone through fireworks.
Working on 10d's at SenderOne LAX.
Playing: Helldivers 2. Meridia vet.
Check out Angel City Pitbulls!
LA's best kept cooking school secret.
Bambu P1S. My favorite prints.
Playing: Sins of a Solar Empire 2, TEC Loyalist.
Fireworks from a different POV.
My recommendation to get started Immich!
Self-hosted Ollama / n8n stack.
Working on 10d's at SenderOne LAX.
Playing: Helldivers 2. Meridia vet.
Check out Angel City Pitbulls!
LA's best kept cooking school secret.
Bambu P1S. My favorite prints.
Playing: Sins of a Solar Empire 2, TEC Loyalist.
Fireworks from a different POV.
My recommendation to get started Immich!
Self-hosted Ollama / n8n stack.
Working on 10d's at SenderOne LAX.
Playing: Helldivers 2. Meridia vet.
Check out Angel City Pitbulls!
LA's best kept cooking school secret.
Bambu P1S. My favorite prints.
Playing: Sins of a Solar Empire 2, TEC Loyalist.
Fireworks from a different POV.
My recommendation to get started Immich!
Self-hosted Ollama / n8n stack.