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TikTok TechJam 2026

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  • Overview
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  • Participants (3195)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

Filter submissions

Which Problem Statement did your team choose?
FlipFloppers GPU Kernel Optimization w Agentic Research Loop
FlipFloppers GPU Kernel Optimization w Agentic Research Loop

Achieved 1.9x to 31.7x Performance Increase, with 7.7x Geomean on a single-node RTX 4090 with Ada Lovelace Architecture!

Winner Winner
Shu Yi Kavinaya Ganesan jayanthramkumar Ramkumar zoe Seah + 1
69 12
Signal Survives
Signal Survives

A shortcut-resistant AIGC image ranker built to retain evidence across real-world redistribution and unseen generator families.

Winner Winner
Shreyansh Agarwal
1 0
Fable7
Fable7

Search Made Smarter

Winner Winner
Srivathsan Ram Arjo Das JWMok Nus
3 0
SlopDet
SlopDet

SlopDet is a powerful tool to assist users in ascertaining if images are synthetic or not, with plain-language explanations to suspicious indicators of AI-generation.

Winner Winner
Man Keat Hu Jordan Low Teoh Tze Tzun
5 2
TTSC
TTSC

From conversation to the right product—precise and fast.

Winner Winner
Wei Tao Lim Zi Chao Lim Yu Le Liew yileteoh Teoh + 1
27 0
Agent Launchpad: Self-Healing Middleware for Agent Runs
Agent Launchpad: Self-Healing Middleware for Agent Runs

Production-grade guardrails for AI agents: auditability, real-time safety, and self-healing recovery without changing how you build.

Winner Winner
princechoudhary16 Choudhary
95 24
Da AI AI tuner
Da AI AI tuner

Automated ML model tuners

Sean Hoe
1 0
Tiktok 2026
Tiktok 2026

An autonomous agent that handles the weekly grind of retraining and tuning your recommender system.

Zhengyuan Wang ZICHUN GUO Nguyen Tri Nghia Worameth Wittanakorn + 1
10 0
BYTEPRINT
BYTEPRINT

Every generator leaves a byteprint. Most AI-image detectors break the moment an image gets compressed or reposted— which is always. We fuse two ways of finding it— and we know when neither can.

Rudranshi Singh fan kuan Mateo Lizcano Lim Jia Hui + 1
9 2
Shopping copilot
Shopping copilot

A shopping agent that finds your one product in ten questions or less — no LLM, zero tokens, $0.00 per session

Jinlin Ma Seann Ng YapHS0514 Yap Isaac Wong Jia Kai + 1
1 0
Provenance Firewall for AI Agents
Provenance Firewall for AI Agents

A provenance-aware execution firewall for agent platforms: it tags untrusted context, tracks taint to every action, and blocks tainted egress at the container boundary, with a live audit trace.

Abhay Ganti
0 0
TRACE LENS
TRACE LENS

An AI-image detector that compares an input against real prototypes. Our model performs excellent against multiple transformations, but needs generator specific data to scale.

Xu An Teh Hibiki Nishiwaki Joel Leo Benjamin Chek + 1
5 1
WatchDAWG
WatchDAWG

WatchDAWG detects AI-generated images even after blur, compression, or resizing — training on corrupted images lifted worst-case accuracy from 63% to 83%.

Min Thet Khine Joyce Wang Cheryl Leong Yannaputt Timmanee
1 0
Authentification and Authorization Middleware
Authentification and Authorization Middleware

Identity and authorization middleware for AI agents: scoped, revocable permissions enforced live on every request, not just granted once and trusted forever. Real access control, not a prompt

fightingcheeseburger Loh GrubHubbed Ong Absaurous Rushdi Balraj Singh Purba
0 0
RepostGuard-Lite
RepostGuard-Lite

Lightweight AI-image detection built for the realities of social media.

Liu Shiyuan Jiang Xinshuo
2 0
Bulkhead: make prompt injections unable to act
Bulkhead: make prompt injections unable to act

Agent middleware that assumes the injection works and makes the payload impossible: capabilities instead of text-derived authority, unlaunderable taint, tamper-evident audit. 23/23 attacks blocked.

josh123zz zzz Xeno Job Li
1 0
Dual-Layer Dynamic Shopping Copilot
Dual-Layer Dynamic Shopping Copilot

Hybrid retrieval meets information theory: a dual-layer, zero-token shopping copilot for real-world shopping that adapts to changing needs by asking the right question to find products faster.

JUNREN YIN summer h JUNXIAO CHEN Lisa LIU + 1
0 0
DLWW
DLWW

A robust AI-generated image detector combining multi-layer visual representations with forensic frequency and artifact features to generalize across unseen generators and transformations.

Wu Jiahang Miyano-siho Zihan Zhifei LIU Siyang Deng
2 0
IntentCompass
IntentCompass

A local-first conversational shopping agent that tracks changing intent and finds the right product earlier.

Tianchen Fang xianyun cheng Liu Chunyi siwen wang
4 0
Shopping Agent
Shopping Agent

AI shopping copilot using intent routing, conversational memory, hybrid retrieval and semantic reranking to find the right product faster with fewer turns.

Yash Agarwal Gaurika Mohindru
1 0
quantqueens
quantqueens

The bouncer for AI agents: Checking identity, permission, impact, and behaviour before anything sensitive changes.

Jerome Lim Jeraldiscoding Lim malcolm goh
0 0
CodeJam Kill Switch
CodeJam Kill Switch

Selective recovery for AI coding agents: preserve correct work, restore only mistaken files, and prevent overwriting newer human edits with host-verified snapshots and conflict checks.

Lanchy-ou Yan
1 0
hackeronies pepperonies' Conversational Shopping Agent
hackeronies pepperonies' Conversational Shopping Agent

Conversational search that learns what matters and finds the right product faster

Sera Ang John Gao Jiahao Nick Lee Tiffany Mun + 1
13 0
MidSolvency
MidSolvency

No Tokens? We got you!

Rishi Narain Patrick Tay Farkhan Haque
2 0

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