Startup Columbia 2025

Millard Chan ’99 Technology Challenge

The Millard Chan ’99 Technology Challenge is part of Startup Columbia, a series of campus-wide startup competitions offering non-dilutive cash prizes to the winning teams. The  track invites entries for business models based on a solid foundation of applied, solution-focused, technological innovation. Submissions for this track focus on product development, innovative design, and “builder” technologies including data analytics, biomedical solutions, software, or hardware. As always, cross-disciplinary teams are strongly encouraged. The challenge is open to all Columbia University students and recent alumni (five years or less from their most recent degree). Teams must have one Columbia Engineering founder member (recent alumni or student). Teams may only enter one challenge per year.

Technology track awards sponsored by Millard Chan ’99

🥇 First place: $25,000

🥈 Second place: $15,000

🥉 Third place: $10,000

The Engineering for Humanity award is given to entrepreneurs that demonstrate a passion for creating impact through their business sponsored by Columbia Engineering

🏅 Prize pool of $10,000

Millard Chan '99 (credit: Sirin Samman)
credit: Sirin Samman
credit: Sirin Samman

Meet the Judges

2025 Finalists

SWERV: Improving health and comfort with better air
Millions of homes suffer from poor indoor air quality issues like high CO₂, mold, and allergens, damaging our health. Traditional Energy Recovery Ventilators (ERVs) cost $2,000–$4,000 and require major renovations, leaving renters and homeowners with no affordable solution. SWERV is a patent-pending, window-mounted ERV that efficiently cycles fresh air while recovering heat and moisture, improving air quality without increasing energy bills. Simple to install, low-cost, and highly efficient, SWERV brings the benefits of a full ERV system for just a few hundred dollars, making clean, healthy air accessible to everyone, no renovations required.

newcase.ai: The AI platform for liability insurance litigation
In liability litigation millions are on the line, however liability firms face 2 challenges: 1. Finding relevant past case data: Since 98% of cases end in private settlements, crucial case information isn’t available. Firms rely on their past cases for insights, and this data inaccessibility is costing them millions. 2. Each case requires reviewing 20,000+ pages of complex, disorganized documents. costing $27,000 and 200 hours. We solve this by aggregating your firm’s past cases into an AI-powered platform that organizes, finds and reviews documents – ensuring you NEVER MISS A FACT and you’re 15X faster. Significantly reducing Risk and costs.

Cadre technologies Services LLC: AI-powered glasses empowering the visually impaired
Cadre Tech’s AI Glasses are an innovative assistive technology designed to enhance independence for visually impaired individuals. Leveraging advanced artificial intelligence, these smart glasses feature real-time object recognition, text reading, facial identification, and environmental awareness through integrated cameras and voice-guided assistance. The AI-powered system processes visual data instantly, converting it into audio feedback to help users navigate their surroundings with confidence. Designed for seamless usability, the glasses offer hands-free interaction, intuitive controls, and adaptive learning to improve functionality over time. Cadre Tech is committed to redefining accessibility, empowering individuals with vision impairments to experience greater mobility and autonomy.

Kathedra: revolutionizing furniture manufacturing with first upholstery robot
Kathedra is building the first upholstery robot to help premium furniture manufacturers facing severe labor shortages. High-skill upholsterers are retiring, training new ones is expensive and time-consuming, and younger workers avoid demanding, repetitive tasks. Our system automates fabric stretching, gluing, and stapling. Unlike existing press-based solutions, by integrating advanced computer vision and robotics, we enable the handling of diverse chair designs with diverse materials at high volume, preserving craftsmanship while reducing lead times and injuries. Pilots, LOIs, and industry partnerships confirm commercial viability. Ultimately, we aim to preserve craftsmanship, generate safer more creative jobs, and drive sustainable growth.

CollegeBound.AI: AI-enabled counselor-student workflow optimization for public schools
CollegeBound.AI is a two-way interface that automates data-heavy and/or repetitive college counseling that can best be delivered by AI, such as matching prospective students and conducting an initial review of admissions materials. This allows counselors to focus on providing (human) intervention to at-need students. According to the US Department of Education, the average student-to-counselor ratio in public schools is >350:1. Counselors report burnout, and students complain of the lack of quality college counseling. CollegeBound.ai mitigates this problem by injecting AI-powered enhancements to the counselor-student interactions and catering to students and institutions traditionally underserved by expensive consulting organizations.

MilkShaker: Automated Mastitis Prevention for Breastfeeding Women
MilkShaker is a fully-automated wearable to prevent mastitis and clogged milk ducts in breastfeeding women. Designed alongside certified physical therapists, our technology accurately mimics stimulated lymphatic drainage massages from certified specialists within the comfort of home. The device itself is a bra-like wearable device with a built-in mechanism that continuously massages the breasts to move fluid outward towards the underarm lymph nodes. By pushing lymph fluid from the top and bottom of the breast away from the nipple and milk ducts, our device can effectively prevent the fluid from mixing with milk and causing clogged milk-ducts or, more severely, mastitis.

Startup Columbia Technology Challenge Winning Teams