SKILLS
Languages
Programming Languages Matlab (Advanced), R (Intermediate), Python (Intermediate), C (Advanced), C++ (Intermediate)
Scripting Languages Shell (Intermediate), Python (Intermediate), Perl
(Intermediate)
Hardware Description Languages VHDL (Advanced), Verilog (Advanced)
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Machine Learning (ML)
ML Techniques
Progressive learning, Online learning, Data stream mining, Real-time learning, Time series analysis, Deep leanring, Big data analytics, Multi-label classifiation, Multi-class classification, Sentiment analysis.
ML Packages/Toolbox
Python Packages
Machine Learning: Scikit Learn
Computer Vision: Scikit Image, torchvision
Deep Learning: TensorFlow, pyTorch, Keras
Data Analytics: Pandas
Natural Language Processing (NLP): NLTK, Gensim
Plotting: Matplotlib, Seaborn
Parallel Processing: Joblib, Multiprocessing
MATLAB Toolboxes
Statistics and Machine Learning
Neural Network
Computer Vision System
MatConvNet
Deep Learning
Deep Neural Network
Matlab NLP
R Packages
Rpart
Caret
Randomforest
Nnet
e1071
Kernlab
Tree
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Version Control Systems
Git, CVS
Architectures
Cognitive Architectures ACT-R, SOAR, CLARION, NARS
Processor Architectures ARM, 5604B (32 bit μC), 5416 (16 bit DSP Processor),
S12X (16 bit μC), 8051(8 bit μC), 8085(8 bit μP)
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Operating System
Server Linux (Distros: Ubuntu, CentOS, Fedora) , Windows
RTOS μCOS II, QNX
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Communication Languages
Tamil Native or bilingual proficiency
English Full professional proficiency
German Limited working proficiency
EXPERIENCE
EXPERIENCE
TEACHING EXPERIENCE
Teaching Assistant
Nanyang Technological University
August 2015-May 2016
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Completed a certified course on University Training for Teaching Assistance by Nanyang Technological University
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Handled classes and laboratory sessions for undergraduate students
WORK EXPERIENCE
Data Scientist, Assistant Manager
Data Science, ITD
Singapore Airlines
March 2018 - Present
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Scientist
Cybersecurity Cluster, Cybercrime & Security Intelligence, Institute of Infocomm Research (I2R),
Agency for Science, Technology and Research (A*STAR), Singapore
August 2017-March 2018
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Develop deep learning models for cybersecurity applications
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Develop NLP based threat detection and classification​
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Research Staff
Nanyang Technological University, Singapore
September 2016-July 2017
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Develop high-speed machine learning algorithms for classification problems
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Deep learning based classification techniques​
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Time-series prediction using LSTM (Rolls Royce @ NTU Corp Lab)
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Software Engineering Intern
Juniper Networks, Bangalore, India
January 2012-May 2012
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Develop intelligent automated tools for Network Address Translation(NAT) and various NAT types
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Received commendation for excellence from Director of the business unit, Juniper Networks Headquarters, Sunnyvale, USA