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)
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
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)
Operating System
Server Linux (Distros: Ubuntu, CentOS, Fedora) , Windows
RTOS μCOS II, QNX
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
-
Completed a certified course on University Training for Teaching Assistance by Nanyang Technological University
-
Handled classes and laboratory sessions for undergraduate students
WORK EXPERIENCE
Data Scientist, Assistant Manager
Data Science, ITD
Singapore Airlines
March 2018 - Present
Scientist
Cybersecurity Cluster, Cybercrime & Security Intelligence, Institute of Infocomm Research (I2R),
Agency for Science, Technology and Research (A*STAR), Singapore
August 2017-March 2018
-
Develop deep learning models for cybersecurity applications
-
Develop NLP based threat detection and classification
Research Staff
Nanyang Technological University, Singapore
September 2016-July 2017
-
Develop high-speed machine learning algorithms for classification problems
-
Deep learning based classification techniques
-
Time-series prediction using LSTM (Rolls Royce @ NTU Corp Lab)
Software Engineering Intern
Juniper Networks, Bangalore, India
January 2012-May 2012
-
Develop intelligent automated tools for Network Address Translation(NAT) and various NAT types
-
Received commendation for excellence from Director of the business unit, Juniper Networks Headquarters, Sunnyvale, USA