Ongoing Undergraduate Research Projects in Data Science










Seizures group: (9)

Group supervisor: Alex Iosevich
James Hanby jrh5188@rit.edu
Ajay Macherla amacher2@u.rochester.edu
Marco Minchev - mminchev@u.rochester.edu
Svetlana Pack- spack2@u.rochester.edu
Jeewoo Park jpark183@u.rochester.edu
Gaoyongqi Pan gpan7@u.rochester.edu
Syed Shihan - sshihan@u.rochester.edu
Jiamu Tang jtang41@u.rochester.edu
Lily Testa - ltesta6@u.rochester.edu

Testing group: Gaoyongqi Pan gpan7@u.rochester.edu

Group mailing list: jrh5188@rit.edu, amacher2@u.rochester.edu, mminchev@u.rochester.edu, spack2@u.rochester.edu, gpan7@u.rochester.edu, sshihan@u.rochester.edu, jpark183@u.rochester.edu, jtang41@u.rochester.edu, ltesta6@u.rochester.edu

Last group meeting: Sunday, October 16

Next group meeting: Sunday, November 6, 10:30 a.m. 


Multi-task learning group: (7)

Group supervisor:
Alex Iosevich and Nate Whybra
Ryan Hilton rhilton2@u.rochester.edu
Dengxin Huang: Dhuang19@u.Rochester.edu
Norm Nathan: nnathan@u.rochester.edu
Tora Ozawa tozawa@u.rochester.edu
Kevin Xue kxue2@nd.edu
Andrew Zhou: Azhou13@u.Rochester.edu
Yezeyuan Zheng yzheng52@u.rochester.edu

Group mailing list: rhilton2@u.rochester.edu, nnathan@u.rochester.edu, tozawa@u.rochester.edu, Azhou13@u.Rochester.edu, Dhuang19@u.Rochester.edu, yzheng52@u.rochester.edu, kxue2@nd.edu

Last group meeting: Saturday, October 15, 3 p.m.

Next group meeting: Saturday, October 29, 3 p.m.


Charging stations group: (13)

Group supervisor: Alex Iosevich and Steven Senger 
Shun Agata Sagata@u.rochester.edu
George Daher Gdaher2@u.rochester.edu
Aarish Idnani aidnani@u.rochester.edu
Lam Pham lpham9@u.rochester.edu
Justin Lee jlee363@u.rochester.edu
Kiet Nguyen knguy38@u.rochester.edu
Quang Nguyen qnguy13@u.rochester.edu
Lam Pham lpham9@u.rochester.edu
Justin Shen jshen37@u.rochester.edu
Tianjie Shu tshu2@u.rochester.edu
Phuc Nguyen Tran ptran10@u.rochester.edu
Edward Jiazhen Tan etan7@u.rochester.edu
Xuan Wang xwang184@u.rochester.edu

Previous code review group: Justin Lee jlee363@u.rochester.edu, Edward Jiazhen Tan etan7@u.rochester.edu, Quang Nguyen qnguy13@u.rochester.edu, Lam Pham lpham9@u.rochester.edu, Xuan Wang xwang184@u.rochester.edu

Treasure Hunt code group: George Daher Gdaher2@u.rochester.edu, Shun Agata Sagata@u.rochester.edu

RLlib group: Tianjie Shu tshu2@u.rochester.edu, Phuc Nguyen Tran ptran10@u.rochester.edu

Data gathering group: Tianjie Shu tshu2@u.rochester.edu

Group mailing list: Sagata@u.rochester.edu, Gdaher2@u.rochester.edu, aidnani@u.rochester.edu, knguy38@u.rochester.edu, jlee363@u.rochester.edu, jshen37@u.rochester.edu, tshu2@u.rochester.edu, Tan etan7@u.rochester.edu, qnguy13@u.rochester.edu, ptran10@u.rochester.edu, lpham9@u.rochester.edu, xwang184@u.rochester.edu

Last group meeting: Thursday, October 14

Next group meeting: Thursday, October 27


NLP group: (16)

Group supervisor: Alex Iosevich
Yuting Bu ybu3@u.rochester.edu
Kyle Chang kchang27@u.rochester.edu
Robert Chen rchen44@u.rochester.edu
Peirong Hao phao2@u.rochester.edu
Jinghao Jiang jjiang27@u.rochester.edu
Daochen Li(Bill) dli46@u.rochester.edu
Bingyi Liu bliu40@u.rochester.edu
Runzhou Liu (Richard) rliu30@u.rochester.edu
Amelia Lui alui8@u.rochester.edu
Jiayue Meng (Joyce) jmeng10@u.rochester.edu
Linh Tran ltran18@u.rochester.edu
Yixu Qiu(Jerry) yqiu21@u.rochester.edu
Vikraanth Sinha vsinha5@u.rochester.edu
Xu Huang (Steven) huangxu0308@gmail.com
XianQuan Yan xyan11@u.rochester.edu
Cici Yao yyao34@u.rochester.edu

Group mailing list: kchang27@u.rochester.edu, rchen44@u.rochester.edu, phao2@u.rochester.edu, dli46@u.rochester.edu, rliu30@u.rochester.edu, alui8@u.rochester.edu, jmeng10@u.rochester.edu, ltran18@u.rochester.edu, yqiu21@u.rochester.edu, vsinha5@u.rochester.edu, huangxu0308@gmail.com, xyan11@u.rochester.edu, bliu40@u.rochester.edu, yyao34@u.rochester.edu, jjiang27@u.rochester.edu, ybu3@u.rochester.edu

Last group meeting: Sunday, October 16

Next group meeting: Sunday, October 30, 2 p.m. 


Economic indicators group: (17)

Group supervisor: Alex Iosevich and Scott Kirila
Bryce Berkhof bberkhof@u.rochester.edu
Yining Chen ychen286@u.rochester.edu
Price Gu lgu8@u.rochester.edu
Yiyang (Edward) Huang yhu119@u.rochester.edu
Lucia Jiang qjiang14@u.rochester.edu
Brian Jung bjung2@u.rochester.edu
Ethan Leung eleung6@u.rochester.edu
Yichen Li yli257@u.rochester.edu
Bingyi Liu bliu40@u.rochester.edu
Lan Nguyen lnguy26@u.rochester.edu
Justin Shen jshen37@u.rochester.edu
Xuanyu Shen xshen20@u.rochester.edu
Zheng Sun zsun37@u.rochester.edu
Gus Vietze gvietze@u.rochester.edu
Stephanie Wang swang157@u.rochester.edu
Keming Zhang kzhang45@u.rochester.edu
Qiuwan Zhao qzhao17@u.rochester.edu

RLlib/Forecasting Engine group: Xuanyu Shen xshen20@u.rochester.edu, Ethan Leung eleung6@u.rochester.edu, Gus Vietze gvietze@u.rochester.edu

Data gathering group: Qiuwan Zhao qzhao17@u.rochester.edu, Bingyi Liu bliu40@u.rochester.edu, Yiyang (Edward) Huang yhu119@u.rochester.edu, Brian Jung bjung2@u.rochester.edu, Keming Zhang kzhang45@u.rochester.edu, Lan Nguyen lnguy26@u.rochester.edu

Testing group: Zheng Sun zsun37@u.rochester.edu, Stephanie Wang swang157@u.rochester.edu, Yining Chen ychen286@u.rochester.edu, Lucia Jiang qjiang14@u.rochester.edu, Price Gu lgu8@u.rochester.edu

Group mailing list: bberkhof@u.rochester.edu, ychen286@u.rochester.edu, yhu119@u.rochester.edu, sjeong11@u.rochester.edu, bjung2@u.rochester.edu, eleung6@u.rochester.edu, lnguy26@u.rochester.edu, jshen37@u.rochester.edu, xshen20@u.rochester.edu, zsun37@u.rochester.edu, kzhang45@u.rochester.edu, qzhao17@u.rochester.edu, qjiang14@u.rochester.edu, gvietze@u.rochester.edu, bliu40@u.rochester.edu, lgu8@u.rochester.edu, swang157@u.rochester.edu, stephaniecw16@yahoo.com, yli257@u.rochester.edu

Last group meeting: Sunday, November 6, 2 p.m. 

Next group meeting: Sunday, November 27, 1 p.m. 



Erdos problems and the VC-dimension group: (11)

Group supervisor: Alex Iosevich, Brian McDonald and Emmett Wyman
Livia Betti lbetti@u.Rochester.edu
Anastasia Chen Achen99@u.Rochester.edu
Zhifeng Guo zguo22@u.rochester.edu
James Hanby jrh5188@rit.edu
Seungkyo (Sung) Jeong sjeong11@u.rochester.edu
Tran Duy Anh Le tle18@u.rochester.edu
Donovan Snyder dsnyd15@u.rochester.edu
Rohan Soni rsoni7@uchicago.edu
Maxwell Sun maxsun2022@gmail.com
Vicky Wang jw5304@rit.edu
Jacob Wellington wellingtj@uchicago.edu

Group mailing list: lbetti@u.Rochester.edu, Achen99@u.Rochester.edu, jrh5188@rit.edu, dsnyd15@u.rochester.edu, maxsun2022@gmail.com, zguo22@u.rochester.edu, sjeong11@u.rochester.edu, wellingtj@uchicago.edu, rsoni7@uchicago.edu, jw5304@rit.edu, tle18@u.rochester.edu

Last group meeting: Saturday, October 15

Next group meeting: TBD


Derivatives and Neural Networks group: (8)


Group supervisor: Alex Iosevich and Azita Mayeli
Amy Feng feng.amy1@gmail.com
Joshua Iosevich joshuaiosevich@gmail.com
Seungkyo Jeong sjeong11@u.rochester.edu
Dhruv Pai dpai2@u.rochester.edu
Svetlana Pack spack2@u.rochester.edu
Maxwell Sun maxsun2022@gmail.com
Stephanie Wang swang157@u.rochester.edu
Simon Xiao yxiao30@u.rochester.edu

Group mailing list: feng.amy1@gmail.com, joshuaiosevich@gmail.com, sjeong11@u.rochester.edu, dpai2@u.rochester.edu, spack2@u.rochester.edu, maxsun2022@gmail.com, yxiao30@u.rochester.edu, swang157@u.rochester.edu, stephaniecw16@yahoo.com

Last group meeting: Sunday, November 6, 1 p.m. 

Next group meeting: Sunday, November 20, 1 p.m. 


Neural networks, approximation and geometric measure theory group: (9)

Group supervisor: Alex Iosevich and Emmett Wyman
Seungkyo Jeong sjeong11@u.rochester.edu
Alvin Jiang yjiang54@u.rochester.edu
Wentao Jiang wjiang20@u.rochester.edu
Fuyi Kuang fkuang@u.rochester.edu
Peter MacNeil pmacneil@u.rochester.edu
Stuti Shah sshah63@u.rochester.edu
Zhelin Sheng zsheng6@u.rochester.edu
Chuanyi Wang cwang89@u.rochester.edu
Jacob Wellington wellingtj@uchicago.edu
Justin Wong jwong47@u.rochester.edu

Group mailing list: sjeong11@u.rochester.edu, wjiang20@u.rochester.edu, pmacneil@u.rochester.edu, sshah63@u.rochester.edu, zsheng6@u.rochester.edu, cwang89@u.rochester.edu, wellingtj@uchicago.edu, jwong47@u.rochester.edu, fkuang@u.rochester.edu, yjiang54@u.rochester.edu

Last group meeting: Sunday, October 30, 3 p.m. 

Next group meeting: Sunday, November 20, 3 p.m. 


Erdos distance problem group (4):

Group supervisor: Alex Iosevich
Giordan Escalona gescalo2@u.rochester.edu
Anuraag Kumar akumar48@u.rochester.edu
Joseph Volkman jvolkman@u.rochester.edu
Alhussein Khalil akhalil3@u.rochester.edu


Oscillatory integrals group (4):

Ethan Maddox emaddox2@u.rochester.edu
Dylan McKellips dmckelli@u.rochester.edu
Mark Shneyderman mshneyde@u.rochester.edu
William Hagerstrom whagerst@u.rochester.edu

Group mailing list: emaddox2@u.rochester.edu, dmckelli@u.rochester.edu, dmckelli@u.rochester.edu, whagerst@u.rochester.edu





Python/Pandas/Tensorflow Learning Materials:

A full course on python YouTube course:

h
ttps://www.youtube.com/watch?v=XKHEtdqhLK8

Python tips

https://www.youtube.com/watch?v=C-gEQdGVXbk

Machine learning with python YouTube course:

https://www.youtube.com/watch?v=r-uOLxNrNk8

Recurrent Neural Networks:

https://www.freecodecamp.org/news/the-ultimate-guide-to-recurrent-neural-networks-in-python/