Demo Day for the class CS 329S: Machine Learning Systems Deign at Stanford (Winter 2022). The students had under 10 weeks on their projects.

Each group has 7 minutes total: 5 minutes for the demo and 2 minutes for Q&A. The audio is missing for the first few minutes and starts at 0:26.

Some demos are omitted per students' requests.

Schedules
0:00 - Introducing the judges
2:09 - AI-NFT Generation (Andre Turati, Joaquin Borggio, Rozy Eastaugh)
10:34 - Emotify (JP Reilly, Aditi Gaur, Anfal Siddiqui)
18:17 - NewsFlow (Jenny Yang, Gordon Chi, William Ellsworth)
27:00 - AutoChef: Computer Vision for Automated Ingredient-to-Recipe Matching (Gabe Mudel, Jong Ha Lee, Sharan Ramjee)
34:06 - Misinformation Detection Application (Arden Ma, William Park, Ricky Grannis-Vu)
41:18 - ***Judges' Choice Award*** - VoxDocs: Edit Audio by Editing Text (Daniel Zeng, Tony Sun, Andrew Gaut)
48:41 - SPARC: Schedule Power and Reduce Carbon (Nina Prakash, Griffin Schillinger Tarpenning, Kun Guo)
56:30 - Polarity: Political Bias Detection in News Articles Kai Okada, Anastasio Sapalidis, Joseph Pagadora
1:05:03 - PhoTop (Minju Kim, Ishira Fernando, Patrick Ryan, Ketan Agrawal)
1:13:33 - 911 Operator Assistant (Atharva Amdekar, Rajas Bansal, Dhruva Bansal)
1:23:52 - Music Recommendation (Xinjing Xu, Kazuki Mogi, Deep Dayaramani)
1:30:52 - ***Judges' Choice Award*** - LegalEagle: Automated annotation of legal contracts (Beri Kohen Behar, Lucas Pauker, Shashank Rammoorthy)
1:39:36 - Research Auto-suggest (William Xi, Abigail Vanderploeg)
1:49:32 - Crypto market prediction (Chuhan Feng, Alexey Youssef, William Hu)
1:59:20 - FashFlix: Fashion Recommedation (Manan Rai, Anthony Vento, Kevin Lee)
2:06:34 - Emoji Prediction (Zhengxuan Wu, Eric Chen, Chenye Zhu)
2:13:32 - InstaAvatar: Custom web3 gaming avatars (Rubens Felix Lacouture, Gary Ying Yi Lim, Alban Axel Zammit)
2:22:10 - Image-To-Insulin Estimator (Albin Mosskull, Mohammed Salman, Linxing Yao)
2:31:09 - Groupify: Playlists for the entire group (Sanjana Sarda, Taher Poonawala, Tejas Ganapathi)
2:41:42 - Augmented Image Search (Priyanka Dilip, Shekhar Tanwar, Sreekanth Kondapaneni)
2:53:03 - Item Q&A for e-commerce (Kamil Ali, Jorge Adrian Sanchez Castro)
3:03:22 - ***Judges' Choice Award*** - Signideo: Automatic American Sign Language (ASL) Alphabet Transcription for Video-Conferencing Tools (Sasankh Munukutla, Pranav Sriram, Raymond Yao)
3:09:52 - Judges' feedback on the demos
3:20:40 - Judges' choice awards to 3 projects with the highest grades given by the judges.

The demos were evaluated by 7 judges:
1. Mohamed El-Geish, Head of Alexa Speaker Recognition @ Amazon
2. Sudheera Vanguri, Head of Product, Language & Doc AI @ Google
3. Bruno Faviero, Co-founder of Synapse (acq. by Palantir)
4. Goku Mohandas, Founder of MadeWithML
5. Jacopo Tagliabue, Head of AI @ Coveo
6. Megan Leszczynski, CS 329S Course Staff
7. Kinbert Chou, CS 329S Course Staff

Thanks Chloe He for being our awesome host!

You can find the course materials at [ Ссылка ]

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