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TikTok TechJam 2026

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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?
Adaptive Conversational Product Search
Adaptive Conversational Product Search

A fast, fully offline shopping agent that understands multi-turn intent, preserves constraints, adapts to preference changes, and searches 50,000 products with local semantic reranking.

Yingxi Shen
0 0
Conversational Shopping Agent - 94% Hit Rate in 10 Turns
Conversational Shopping Agent - 94% Hit Rate in 10 Turns

A conversational shopping agent with a 94% hit rate by asking the right questions, locking learned constraints into BM25, and letting a local LLM make the final call validated across 2,200 sessions.

Bryan Ang
1 0
EffectGate
EffectGate

Making AI agents prove their code works before it ships.

Han Sheng
1 1
EBK
EBK

An autonomous AI research agent that builds, tests, and optimizes recommender systems, with auditable evidence for every decision.

pinxinfang Pin Xin Zhang Kaiwen Eaten Quek Malvika Jamwal
13 0
AgentTrail
AgentTrail

CloudTrail for AI agents every action logged, every failure traceable.

YaoTing Liu Jing Rui Ho JAY YANG YJ Amos Lau
4 0
Real or Fake?
Real or Fake?

Can you tell if an image was made by AI?Real or Fake (ROF) is a model that looks for AI-generated images, even when they've been blurred, resized, cropped, or heavily compressed.

Timothy Seah
10 4
EntropyAgent
EntropyAgent

Elevating a privacy-focused, offline product search through field-weighted BM25 indexing, catalog-grounded local vector reranking, and entropy-driven clarification questions.

Frederico Samuel Halim Elbert Tristan Lie Aufan Ahmad M Alexandra Martina Setiawan + 1
3 0
AgentLens
AgentLens

Trace, inspect, compare, and audit every AI agent run — from model calls to tools, policies, and failures.

Gao Ze Liangdong Jin
1 0
fast-transformer
fast-transformer

11.3× faster transformer inference on a laptop GPU.

Brian Kheng
0 0
AIGC Detector
AIGC Detector

Detecting AI-generated images after the internet has had its way with them: compressed, cropped, screenshotted, reposted. 0.98 ROC-AUC clean, never below 0.93 under any transformation we tested.

Jonathan Kho
0 0
AutoMLEngineer
AutoMLEngineer

An LLM agent that autonomously runs the ML research loop on KuaiRand-Pure: observe, diagnose, invent, implement, verify, decide. Beat the official baseline in 374 experiments, unaided.

Kee Zhi Song
1 0
Reflectron
Reflectron

An ML research agent that runs the whole loop on its own; and never hides a bad result.

Girija Murugavel Yichen Gong
1 0
IntentCart - Conversational Shopping Copilot
IntentCart - Conversational Shopping Copilot

A conversational shopping agent that finds your hidden target product in ~3.6 turns using hybrid retrieval, adaptive slot-filling dialogue, and dynamic re-ranking. Fully offline, no LLM API needed.

Ananya Redhu
18 0
AI Image Detector
AI Image Detector

Our model was trained using a few public source datasets, making AI-image detection simple. In the future, we aim to detect even small sections of an authentic image that have been modified using AI.

jun jie Cheng ZCLee Lee JY Wong Yap Eng Yao Eng Yao + 1
7 0
AI-Generated Image Detector
AI-Generated Image Detector

Detects AI-generated images using semantic, edge and frequency clues, built to withstand common edits and generalise to unseen generators.

Ooi Xuan Shan Xinnan Jiang See Jay Ng Yu Bin Tan + 1
2 0
AgentBL
AgentBL

AgentBL: The World's First AI-Driven Autonomous eBL Risk Pricing and Trade Finance RWA Platform, built on Injective.

源 孙
0 0
TechTokers
TechTokers

TechTokers extends the Agent Launchpad with a coherent middleware layer that governs an Agent before execution, contains it during execution, and verifies its filesystem consequences after execution!

Akshay Vemulapalli shrey jain
10 1
PatchProof
PatchProof

PatchProof helps people investigate whether an image may be AI-generated by combining transparent detection with robustness testing and human review using our novel Dino-FaiSR architecture.

Teh Kim Wee Don Ng WEIQ-beepbeep Tan darlene Soon
1 0
LoopRank
LoopRank

An autonomous agent that runs the full ML research loop, train, evaluate, recover from crashes, repeat, on TikTok's KuaiRand recommender challenge, beating baseline with zero human tuning.

Khanak Jindal Rishika Mehta Divisha Jain Saba Azad
0 0
Agent Run Audit & Redaction Middleware
Agent Run Audit & Redaction Middleware

Audit and redact sensitive data from AI agent outputs automatically

Fanggege Chen Jane Heng
2 0
Shopping Butler
Shopping Butler

Shopping Butler finds your dream product in ≤10 chat turns using BM25 phrase-scoring and a gated local LLM, proving smart retrieval beats brute-force LLM use.

Ryan K YueJuno YueJun Justin Teoh Nigel Ho + 1
0 0
TikTok Pulse
TikTok Pulse

An AI sports nutrition coach for TikTok Shop. Snap a photo of your food to instantly track macros using multi-modal AI, and get personalized health product recommendations.

David Olukayode
0 0
EvoResearch: Autonomous Recommender Research
EvoResearch: Autonomous Recommender Research

An AI research agent generates ML hypotheses; evolutionary search decides which experiments survive.

LI SHANXIN
0 0
init to winit
init to winit

A conversational retrieval shopping agent for TikTokTechJam2026

Yap  Yong Zhuo Christopher Tan
0 0

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