Shakila T
CERC Post-doctoral Research Fellow at CSIRO
Australia
Summary
👤
Senior🎓
Top SchoolShakila T is a CERC Post-doctoral Research Fellow and PhD candidate in Computing with eight years’ experience applying NLP, ML and deep learning to real-world problems. She earned an MRes with High Distinction for work in privacy-preserving machine learning and has blended academic research with industry-facing roles—from Telstra Health analytics to data science training and a research consultancy at Illinois Tech on poison/backdoor detection for NLP. Skilled across transformers (BERT, RoBERTa), PyTorch/TensorFlow, classical ML toolkits and data visualization, she brings both software engineering breadth (C#, C++, SQL) and rigorous experimental methods. As a tutor and lecturer she has taught machine learning, Python and software engineering, sharpening her ability to communicate complex ideas clearly. Her trajectory shows a practical researcher who translates adversarial-robustness and privacy concepts into implemented systems and proofs-of-concept. Based in Australia, she combines deep academic credentials with hands-on implementation experience that accelerates applied NLP projects.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Computing, Doctor of Philosophy - PhD, Computing at Macquarie UniversityMaster of Science - MS, Computer Science and Engineering, 3.75, Master of Science - MS, Computer Science and Engineering, 3.75 at Jahangirnagar University
English, Bengali
Github Skills (13)
data-augmentation9
adversarial-machine-learning9
nlp8
adversarial-attacks8
security8
natural-language-processing7
machine-learning7
python6
pytorch5
emotion-analysis2
emotion1
emotion-detection1
emotion-recognition1
Programming languages (2)
Github contributions (5)
SJabin/Data_Model_Dependencies_MIA
May 2020 - Oct 2021
Contributions:62 commits, 41 pushes in 1 year 5 months
SJabin/MachineLearning_Ecommerce
Jun 2018 - Jun 2020
Contributions:3 pushes in 2 years
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