Berbis Labs

Lab projects

Placeholder portfolio of work from the lab. Real case studies coming soon.

  • Live

    Assistive intake prototype

    Exploring AI-assisted triage for a partner workflow (placeholder).

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  • Live

    Customer insight summarizer

    Turning unstructured feedback into actionable themes (placeholder).

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  • In progress

    Campus impact toolkit

    Tools that help student teams measure societal outcomes (placeholder).

  • Live

    Multilingual FAQ bot

    Draft answers across EN/RO for partner support queues (placeholder).

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  • In progress

    Resume match scout

    Ranking student skills against open lab briefs (placeholder).

  • Placeholder

    Inventory anomaly radar

    Flagging unusual stock patterns for a retail partner (placeholder).

  • Live

    Accessibility caption studio

    Assisting caption drafts and alt text for media assets (placeholder).

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  • In progress

    Partner brief generator

    Structuring company problems into lab-ready briefs (placeholder).

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  • Live

    Support ticket clusterer

    Grouping tickets into themes for faster triage (placeholder).

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  • Placeholder

    Course load balancer

    Suggesting sustainable sprint loads for student cohorts (placeholder).

  • In progress

    Civic feedback map

    Summarizing public comments into geographic themes (placeholder).

  • Placeholder

    Fraud signal explorer

    Exploring weak signals before they become chargebacks (placeholder).

  • Live

    Onboarding coach chat

    Guiding new students through lab tooling and norms (placeholder).

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  • In progress

    Research paper digester

    Condensing papers into mentor-ready notes (placeholder).

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  • Live

    Storefront personalizer

    Testing recommendation prompts on a demo catalog (placeholder).

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  • In progress

    Mentorship matchmaker

    Pairing students with mentors by skills and availability (placeholder).

  • Placeholder

    Logistics ETA estimator

    Estimating delivery windows from noisy partner data (placeholder).

  • Live

    Content moderation assist

    Prioritizing review queues with model-assisted ranking (placeholder).

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  • In progress

    Scholarship eligibility checker

    Helping applicants understand criteria without legal advice (placeholder).

  • Live

    Lab portfolio site builder

    Generating student case-study pages from sprint notes (placeholder).

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  • Placeholder

    Energy usage advisor

    Surfacing savings opportunities from building meter data (placeholder).