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Hacklytics 2026: Golden Byte

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  • Overview
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

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Sponsor Prizes
CitySpot
CitySpot

CitySpot uses deep learning on satellite imagery to detect and map every parking lot in Atlanta — turning aerial pixels into real-time urban intelligence.

Winner Winner
Andrew Freeman Kairav Parikh ANIKETH CHADIVE
0 0
ATLRisk
ATLRisk

A website to help Atlanta residents and visitors stay safe during first-time meetups

Winner Winner
Sri Saanvi Kankanala Alison Kelton Isha Madanu
1 2
Aura
Aura

Aura uses interpretable ML to surface autoimmune risk from everyday data, giving patients answers sooner and doctors clarity faster. We replace years of uncertainty with early insight and care.

Winner Winner
John Riley Pranav Bhargava Dom Dupuy Ilan Danial
5 0
PayBack
PayBack

AI that fights your hospital bill.

Winner Winner
Ayaan Khan Sujan Katari Vignesh Sundar Nicholas Gonzalez
1 0
RXGUARD
RXGUARD

RxGuard is a semantic engine that uses vector embeddings to bridge "vocabulary gap" in FDA adverse medication, uncovering critical drug safety signals that traditional searche miss.

Winner Winner
Antara Vadhera Shawnak Samaddar Aishi Agarwal tuan dinh
2 0
Data Saves Lives (DSL)
Data Saves Lives (DSL)

The Humanitarian Mirror uses Databricks pipelines to map the mismatch between global needs and funding. We use geo-insights to flag overlooked crises and ensure aid reaches those left behind.

Winner Winner
Asutosh M Angel Rodriguez Nitipon Trimaitreepituk Arwa Ali
1 0
CrisisLens
CrisisLens

A databricks powered crisis intelligence platform that uses machine learning and natural-language analytics to help teams prioritize countries and respond faster.

Winner Winner
Alexander Paolini Abduaziz Umarov Michael Rusu Jakob Laise
16 0
FarmCast
FarmCast

FarmCast is the weather app that actually gets it built for the 2 million small farms and gardeners currently making big decisions with the same app everyone uses to check if they need an umbrella.

Winner Winner
dalal abdurazag Sana Abdelhalem Ariba Noman
2 0
JuggleIQ
JuggleIQ

JuggleIQ turns any soccer juggling video into AI-powered coaching. It tracks touches, rhythm, drift, and technique, then delivers skill scores and actionable feedback to help players improve faster.

Gabriel Dos Santos Satyabrata Das Pranav Gunjala Gavin Calleja
3 0
MoodLens
MoodLens

MoodLens is an early-warning system for depression. We turn smartwatches into passive clinical screening tools to detect the digital trail weeks before onset.

Ankit Bansal Shruti Murarka Swebert Correa
0 0
PayPerFrame
PayPerFrame

Stop overpaying for movie rentals. Pay only for what you watch with per-second microtransactions powered by Solana.

Kanav Salhotra SIMMI KUMARI Akul Sharma
0 0
SafeGuard
SafeGuard

SafeGuard brings your child's chats into one unified inbox. Our in-house AI models block harmful text and images in real-time, empowering parents with insights without invading their privacy.

Advait Sathe Suchit Vemula Siddharth Palanivel
3 0
CrisisQuant
CrisisQuant

CrisisQuant

Pradyumna Kumar Hemakshi Pandey
0 0
ResQ
ResQ

The "Arbitrage" Platform for Humanitarian Aid Allocation. ResQ-Capital identifies underfunded global crises and validates logistical/safety feasibility using vector RAG and operational intelligence.

Dhruv Vishal Gupta Arnav Dantuluri + 1
3 0
MedSift-AI
MedSift-AI

Sift the Noise. Surface the Care.

Harshit Jain Parsh Jadon Tejas Vaidya Shubhada  Mandala
0 0
UncAI
UncAI

UncAI is a narrative DJ app that uses AI to seamlessly transition between tracks based on prompts. It analyzes audio with vector embeddings and Sphinx AI to craft intelligent, mood driven mixes.

Natalie Otero miguelece Jake Balla Matthew Mulderink
1 0
Director's Cut
Director's Cut

Fix movie endings with AI. DirectorsCut analyzes IMDb reviews, surfaces complaint clusters & what-if ideas, then powers Gemini rewrites and lets the crowd vote.

Mannan Singh Ron Kommoji Nimay Mehta
4 0
Athena
Athena

The Command Layer for Humanitarian Insight

Harivatsan Selvam Johaan Kathilankal Jis Jaisharan Ashok Kumar Yaswanth Kandra
1 0
AngelBox
AngelBox

Safety you deserve.

jasnquyen Nguyen David Kan Kevin Niu Shivan Desai
0 0
Proximity
Proximity

Meet nearby people who share your hobbies, explore new spots, and turn experiences into fun group connections.

Kripamoye Biswas Hebe Huang James Lacoste
1 0
TokenSense
TokenSense

TokenSense cuts LLM costs by retrieving only relevant code/docs, compressing context, and routing to the best model. Up to 72% fewer tokens, under 200ms overhead, with full telemetry.

Samprit Goswami Evin Bento
3 1
UniVisa
UniVisa

AI-powered visa compliance co-pilot that predicts risks, alerts international students before deadlines, and answers policy questions with zero hallucination.

aryamankachroo Kachroo Jainesh Lad Sahith Chappidi
1 0
Conduit
Conduit

The Operating System for Water Infrastructure

Aritra Saha Nik Nandi Trivi Sunil .Ryan Ni
2 1
Ripplect
Ripplect

Aid planners treat crises as isolated. Ripplect uses GNNs on CBPF/INFORM data to predict cross-border spillovers: making invisible ripple effects measurable.

Sebastian Bernal-Orta edgarcm177 Cruz Bingchang Wu
2 0

25 – 48 of 234

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