Software built with Excel

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        Data Boomerang: Enterprise Data Collection
        Data Boomerang: Enterprise Data Collection

        Messy data kills momentum. Data Boomerang cleans, standardizes, and fires it into Tableau fast, with Auth0 Token Vault securing credentials without killing control.

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        Boiler Optimization System Specialist
        Boiler Optimization System Specialist

        Our solution optimizes HVAC and shifts campus energy use to off-peak hours, cutting costs and emissions without disruption. By aligning demand with pricing, MSU saves energy where it matters most.

        0
        Richmond Public Budget Dashboard
        Richmond Public Budget Dashboard

        Richmond's first publicly available budget dashboard -- has data visualizations showing the public and local officials how money is being allocated. Mapped to 7 pillars using LLMs.

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        U.S. Mortgage Market: Collapse & Recovery 2007-2017
        U.S. Mortgage Market: Collapse & Recovery 2007-2017

        We analyzed 13M HMDA records (2007–2017) to visualize the 2008 housing crisis. Our dashboard shows a longer downturn, uneven recovery across states, and the impact of stricter lending policies.

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        Wawa
        Wawa

        Creating a plan to increase efficiency in energy consumption for Midwest State University while decreasing carbon emissions.

        0
        MSU Systems Optimization
        MSU Systems Optimization

        Tracking occupancy to reduce energy usage

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        Convergence Energies
        Convergence Energies

        Solving the energy crisis

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        Hazops
        Hazops

        HAZOP automates Hazard and Operability by reading P&ID diagrams with Gemini Vision, generating physically credible deviations using a knowledge-base engine - all following IEC 61882 methodology.

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        KPI x RPM
        KPI x RPM

        Visualising the Great Recession

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        AutoMA
        AutoMA

        Simplifying business decisions with AI

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        Nest modular shelf system
        Nest modular shelf system

        An easy-to-print and easy-to-use shelving system made from PLA that allows you to customize your own little nest of shelves in any MSU dorm.

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        Attendify
        Attendify

        Ever been stuck in a long attendance line, watching someone hunt for a spreadsheet while everyone else just wants to get into the event? đŸ˜”â€đŸ’«đŸ“‹ We built Attendify to kill that pain. ⚡

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        Eco Shallot: Sustainable Supply Chain System
        Eco Shallot: Sustainable Supply Chain System

        A sustainable solution to optimize shallot marketing and transportation by reducing post-harvest losses, fuel consumption, and carbon emissions while improving efficiency and farmer profitability.

        + 2
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        Bond-tokenization-of-the-CapEx-and-R-D-projects-of-Italian-S
        Bond-tokenization-of-the-CapEx-and-R-D-projects-of-Italian-S

        Our project addresses the financing gap facing Italian SMEs since the 2008 crisis, worsened by tighter bank lending.

        0
        code
        code

        code

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        Beyond
        Beyond

        Beyond finds important signals in large text data, saving hours of manual analysis.

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        Felt - "Your body knew. Now you will too."
        Felt - "Your body knew. Now you will too."

        Women in hormonal transition are told it's all in their head. FELT proves it isn't, turning invisible sensory shifts into something they can finally see, name, and explain.

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        ShelterTO - Team 35
        ShelterTO - Team 35

        A dashboard that uses machine learning with homeless shelter, weather, and immigration data in Toronto to show NGOs how to allocate resources and reduce reliance on municipal bureaucracy.

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        Team 47 Personal Finance Case- Long Term Stability
        Team 47 Personal Finance Case- Long Term Stability

        Quantifying which financial and demographic variables most strongly predict long-term stability.

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        AI agent with CI/CD in Accounting and Managment Services(FR)
        AI agent with CI/CD in Accounting and Managment Services(FR)

        AI agent auditing invoices against French law (rĂ©gularitĂ©, sincĂ©ritĂ©, image fidĂšle) before ERP injection — via GitLab CI/CD pipeline, Claude API and a local compliance knowledge base.

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        SBC Housing Explorer
        SBC Housing Explorer

        SBC-Housing-Explorer explores the history of SBC housing and occupation data to provide visualization and a predictive model for housing burden with an AI Advisor.

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        Common Ground
        Common Ground

        Tired of awkward tension between you and your roommates/frenemies about who owes what? Common Ground is an easy and reliable expense and accountability tracker.

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        Aether
        Aether

        Aether is a high-fidelity physical ranking system that transforms your athletic data into a Solo Leveling-style status window, mapping your evolution from a civilian to an S-Rank Monarch.

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        PlateMates (FIGMA CHALLENGE)
        PlateMates (FIGMA CHALLENGE)

        Hanging with a friend and can’t agree on food? PlateMates lets your group swipe on nearby restaurants using their phones and instantly match when everyone says yes. No debates. Just eat.

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