building the bridges between technical breakthroughs and human needs & behaviours

Mwt labs is an AI lab, consultancy and product studio ran by Gisel Armando - she designs and builds software products for her own kids drawing from her needs and experiences as a mother. The consultancy services are for individuals and companies who need the expertise of a seasoned technical and product lead who has worked in industries ranging from climate tech, fintech, gaming, ed tech and health tech

01 / the house three specimens, grown in-house

SPECIMEN 01AGES 4–6 logan Speech therapy, ages four to six SPECIMEN 02AGES 5–12 wildlings Creature-collecting, ages five to twelve SPECIMEN 03AGES 8–16 ? stoa Socratic tutor, ages eight to sixteen

02 / consultancy

Technical leadership, where it counts.

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02 / what i do

02.1Fractional CTO / CPOTwo days a week of senior ownership: roadmap, architecture, hiring, and the technical story for your board and investors.

02.2AI product architectureWhere the model belongs in the product, what it costs to run, how it fails, and what you owe your users when it does.

02.3Tech Lead/ AI LeadCover for a gap or a scale-up push. I hold the team steady, ship the current quarter, and brief whoever comes next.

02.40-1 AI EngineerI take a product from a blank page to a first working version: the model, the product surface, and the pipeline in between. I can also embed as a forward deployed engineer — in your stack, with your users, until it ships.

MWT LABS · GISEL@MWTLABS.COM LINKEDIN GITHUB