SKILL SET

SAS

Familiar

Libraries familiar with:  
data step; proc print, sort, means, plot, discrim, glm, reg, princomp, factor.

PYTHON

Very Familiar

Libraries familiar with: 
NumPy, pandas, matplotlib, TensorFlow and Keras, OpenCV, NLTK, re, etc.

Programming technique : 
Procedural programming, (basic) Functional programming, Object-oriented programming, (basic) Data Structure and Algorithm.  Max size of codes handled: 1000 lines.  

Major Projects: 

(Uploading)

R

Very Familiar

(Uploading)

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Major Projects: 

(Uploading)

OTHERS

Fundamental

Microsoft Azure Platform: learning on progress.  

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Java:  fundamentals and Object-oriented programming.  

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SQL:  fundamentals.  C++:  fundamentals.  Linux: fundamentals.

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Web designs.

STATISTICAL ANALYSIS TECHNIQUES

Regression:  Multivariate regression, k-factor model (k-population model), ANOVA/ MANOVA. 

General linear model:  Logistic regression, Poisson/ Negative-binomial regression, Gamma and others with different link functions, weighted model.    

Experiment and survey design:  k-factor model, factorial design, random sampling, stratified sampling (low within-group variance assumption), cluster sampling (low between-group variance assumption). 

Time series model:  Auto Regressive Integrated Moving Average model. 

Others:  Hidden-Markov model, Directed graph model, Poisson process, Brownian process, etc. 

MACHINE LEARNING/ ARTIFICIAL INTELLIGENT

Practical skills:  Regularization, Model selection, General Additive Model, k-NN, SVM and Kernel SVM, Binary-decision tree, Trees with Ensemble methods;

Multiple Layer Perceptron, Recurrent Neural Network, Convolutional Neural Network, Attention architectures, Transformer architectures; Image processing, image transformation, Natural language processing, Text Embedding. 

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Major Projects: 

(Uploading)

LANGUAGES

Cantonese: native, first language.

English: fluent, native under familiar contexts, able to understand some heavy British or America accents. 

Mandarin:  native, able to learn official accent, able to understand and imitate heavy accents.

Russian and Japanese:  beginner level. 

SOFT SKILLS

1) Project leader and director (max scale/complexity handled: team of 6 from different countries/ 5 months long/ 1 supervisor involved)
2) Team conflict solver
3) Design flow of work and incentivize both male and female colleagues

4) Comfortable to work under immense pressure

5) Teach/explain highly complicated subjects
6) Read and explain advance mathematics (mainly linear algebra and real analysis)
7) Quick learner and strong incentive self-learner

GENERAL KNOWLEDGE/ INTEREST

1. Fundamental Psychology

2. Fundamental Chemistry

3. Fundamental Economics

4. China/ Global Economics and Politics