AI NutriLens Meals & nutrition

NutriLens AI generates custom meal ideas and nutrition-aware recommendations from user preferences and dietary goals. In-app generation pipelines with health-conscious defaults, editable meal plans, and everyday habit support.

Mobile, AI, Health

ai · data

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Case narrative

Problem: A nutrition AI product needed sustained engineering across multiple completed work packages.
Constraints: Long collaboration, mobile AI features, and iterative shipping rather than a single sprint.
What I designed: Product roadmap that could absorb repeated feature and hardening cycles.
What I engineered: Ongoing mobile/AI delivery across nine verified completed works.
AI architecture: On-device and cloud vision/AI flows iterated against real user usage.
Result: Nine completed engagements on a long-running AI mobile product.

Flutter · AI vision · Firebase · Mobile

$50k+ earned · 33 Contra hires · 5.0 rating · Production AI, Web & Mobile

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NutriLens AI generates custom meal ideas and nutrition-aware recommendations from user preferences and dietary goals.

In-app generation pipelines with health-conscious defaults and editable meal plans.

Focus

Meal generation, nutrition context, and everyday health habits.