Senior Data Scientist (Ph.D.) | AI expert
I have a Ph.D in artificial intelligence from a NTU Singapore (QES rank 12). Experienced data scientist who has both industrial and academic experience.
I have expertise in the following domains:
a) Machine learning
- deep learning models (GAN, CNN, LSTM, RNN),
- time series forecasting
- speech, image and video processing
- natural language processing
- recommendation systems
b) Statistical Analysis
- regression models (linear regression, logistics, GLM, multivariate, mixed models)
- data visualisation
c) Bioinformatics
- SNP calling, GWAS, WGS
- Pipelines for mapping RNA-seq, Chip-Seq, ATAC-seq
Programming Expertise:
- R, Python, SQL, Matlab
Commonly used libraries and frameworks:
- numpy, pandas, scikit-learn, ggplot
- keras, tensorflow, pytorch, spark
- lm, glm, lmer, gamm, gam4, mgcv
- AWS, google colab
- and many others
* Excellent communicator
* Client satisfaction is priority for me