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