اس ایونٹ کے بارے میں
HackInsight: Data-to-Decision — build an automated pipeline, and an agentic AI system on top of it, in 72 hours.
Mode: Online | Team size: 4 students
The challenge: Choose a real problem that matters to people in Pakistan. Build a dataset strong enough for a peer-reviewed journal: traceable, licensed, documented, checked and reproducible. Automate the pipeline, then add agentic and generative AI that monitors quality and explains results without inventing anything.
About datasets: No dataset is provided, and teams do not create data themselves. Each team gathers its data from credible, original publishers during the event and declares it by Mon 19 Oct, 12:00 PM PKT.
Teams must use at least 2 independent sources, including at least 1 credible source not on the track list; name the original publisher, URL or DOI and licence for every source; use no synthetic or AI-generated data for training or evaluation; use no personal or identifiable data; and respect each site's terms of use and robots.txt.
What to build:
1. Data acquisition and warehouse: raw, cleaned and processed layers rebuilt with one command (make data).
2. Data Quality Agent: runs validation tools, decides to fix, fill or flag, and explains each decision.
3. Model: beats a declared baseline, with uncertainty and errors by group.
4. Insight Agent (RAG): cited explanations for the primary user; says "I don't know" when unsupported.
5. Automated pipeline and dashboard: hourly flow plus a Hugging Face Space showing data freshness, quality status and last successful run.
Judging (100 points): Automatic checks (baseline improvement, reproducibility, honesty) 40; Dataset selection, integrity and strength 20; Agentic design and automation 15; Scientific rigour 10; Usefulness and responsible AI 10; Viva and demo 5. There is a Pakistan Impact Bonus of up to 10 extra points; ties go to the higher bonus, and the bonus cannot cancel a failed integrity check.
Judged bonus items: Data Enrichment Agent, Urdu output, Supervisor agent, drift monitor, human-in-the-loop approval, 2-page data paper draft, Change Request 2.
Research award: The strongest dataset and evaluation may be invited to develop into a journal submission with faculty mentors.
ٹریکس
Climate and Heat-Health
Build a data pipeline and agentic AI system for a climate and heat-health problem affecting people in Pakistan.
Air Quality
Build a data pipeline and agentic AI system for an air quality problem affecting people in Pakistan.
Energy Demand
Build a data pipeline and agentic AI system for an energy demand problem affecting people in Pakistan.
Public Health
Build a data pipeline and agentic AI system for a public health problem affecting people in Pakistan.
Food Security
Build a data pipeline and agentic AI system for a food security problem affecting people in Pakistan.
Education
Build a data pipeline and agentic AI system for an education problem affecting people in Pakistan.
Information Integrity
Build a data pipeline and agentic AI system for an information integrity problem affecting people in Pakistan.
Urban Mobility
Build a data pipeline and agentic AI system for an urban mobility problem affecting people in Pakistan.
Own Problem Proposal
Teams may propose their own problem if the data meets the same standard as the listed tracks.
کب
HACK INSIGHT
Online AI Hackathon begins; 72-hour build window opens.
◍ OnlineDataset Declaration Deadline
Teams must declare their gathered data sources by Mon 19 Oct, 12:00 PM PKT.
◍ OnlineHACK INSIGHT Ends
Submission window closes; judging, viva and demo follow.
◍ Onlineٹکٹ
| ٹکٹ | قیمت | Fee | Status | تفصیل |
|---|---|---|---|---|
| Team Registration | مفت | No fee stated | Available | Online AI Hackathon for teams of 4 students; no ticket price is mentioned in the event listing. |
انعامات
| # | انعام | قیمت |
|---|---|---|
| Overall | Judged on 100 points: automatic checks 40, dataset selection/integrity/strength 20, agentic design and automation 15, scientific rigour 10, usefulness and responsible AI 10, viva and demo 5 | TBA |
| Pakistan Impact Bonus | Up to 10 extra points; ties go to the higher bonus, and the bonus cannot cancel a failed integrity check | TBA |