Mo He Email & Phone Number

Ithaca, Ny, Us

Hangzhou, Zhejiang, China

Machine Learning and Computer Vision in smart public transportation set-ups & upgrades with Alibaba Cloud, including mainstream airlines, bus, transport pivots, etc. in China.

Ithaca, New York Area

Deep learning in Financial Engineering Forecasting | Cornell University, USA | MEng Project Advisor: Prof. Hsiao-Dong Chiang, Department of Engineering, Cornell UniversityContributed to utilizing various machine learning based models and optimization algorithms with the purpose of reaching maximum profits;Responsible for constructing Python LSTM model and MATLAB ANN model implementing Tier-1 search according to TRUST-TECH;Compared predictive performance of various local solver… Show more Deep learning in Financial Engineering Forecasting | Cornell University, USA | MEng Project Advisor: Prof. Hsiao-Dong Chiang, Department of Engineering, Cornell UniversityContributed to utilizing various machine learning based models and optimization algorithms with the purpose of reaching maximum profits;Responsible for constructing Python LSTM model and MATLAB ANN model implementing Tier-1 search according to TRUST-TECH;Compared predictive performance of various local solver and optimizers respectively and composed comprehensive degree project report. Show less

Ithaca, New York Area

Ithaca, New York Area

Automatic road extraction based on LiDAR dataset | Cornell University, USA | ECE 5470Advisor: Prof. Anthony Reeves, Department of Engineering, Cornell UniversityDeveloped LiDAR data-preprocessing and documentation steps in ArcGIS, generating intensity & depth images;Marked Ground Truth of actual roads in VisionX annotation;Divided train and test data, implementing proposed algorithms including morphological filtering and presenting the validation result.

Ithaca, New York Area

TADPOLE challenge: Alzheimer Disease Prediction | Cornell University, USA | ECE 5970 Advisor: Prof. Mert Sabuncu, Department of Engineering, Cornell UniversityProduced decent predictive result for baseline model e.g. 83 % accuracy for ADAS13, MMSE, etc. prediction, and proposed multi-step RNN model, e.g. 85 % predictive accuracy against TADPOLE (a.k.a. The Alzheimer's Disease Prediction of Longitudinal Evolution);Contributed to proposed model improving, results… Show more TADPOLE challenge: Alzheimer Disease Prediction | Cornell University, USA | ECE 5970 Advisor: Prof. Mert Sabuncu, Department of Engineering, Cornell UniversityProduced decent predictive result for baseline model e.g. 83 % accuracy for ADAS13, MMSE, etc. prediction, and proposed multi-step RNN model, e.g. 85 % predictive accuracy against TADPOLE (a.k.a. The Alzheimer's Disease Prediction of Longitudinal Evolution);Contributed to proposed model improving, results analysis considering baseline method and proposed model, Python coding that aims at proposed model testing, and project presentation;Obtained a grade of 95 for final report. Show less

Beijing City, China

Face Recognition | Tsinghua University, China | Intern Jun 2018 - Aug 2018Advisor: Dr. Changsong Liu, Associate Professor of EE department, Tsinghua UniversityContributed to cultivate appropriate image subsampling and resizing methodology in preprocessing for celebA and fer2013 dataset;Constructed Augmented-CNN model for multi-label prediction on gender, facial expression, etc.;Adjusted Neural Network structure and applied… Show more Face Recognition | Tsinghua University, China | Intern Jun 2018 - Aug 2018Advisor: Dr. Changsong Liu, Associate Professor of EE department, Tsinghua UniversityContributed to cultivate appropriate image subsampling and resizing methodology in preprocessing for celebA and fer2013 dataset;Constructed Augmented-CNN model for multi-label prediction on gender, facial expression, etc.;Adjusted Neural Network structure and applied training techniques to generate over 97.4% accuracy on gender recognition. Show less

Zhengzhou, Henan, China

Assisted in building and optimizing the company's customer service website and database to deal with large traffic flow;Upgraded the original database via development in MYSQL and developed an algorithm which could optimize the database visit, handle the mem cache and achieve a better performance;

Tucson, Arizona Area

Advisor: Professor Sumit Mazumdar, Professor and Dean of Physics Department, University of ArizonaDeveloped a program in Mathematica (Linux ver.) based on semi-empirical Hȕckel Theory of molecular orbitals and quantum physics in modeling organic linear chains and did extensive linear algebra with the program;Obtained a grade of A+ (97-100) for intern performance.

Master Of Engineering - Meng, Electrical And Computer Engineering, 3.77

Course enrolled: Computer Vision / Machine Learning in Biomedical Application / Database Management / OO Programming and Data Structure /.

Bachelor Of Science - Bs, Physics, 89.5/100

Activities and Societies: Poling Elite Class (awarded to 25 students out of 143 students) 14' Chorus Competition | Pianist and choral.