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Machine learning || Deep Learning || NLP || Deep learning || Image processing || Predictive Modeling ||
Over 8 years of IT experience and PhD in Machine Learning and Statistical Analysis. Worked in several Development roles as well as senior technical roles, especially focused at Analytics, Data Science and Artificial intelligence. Currently leading engagements and providing AI Technology solutions in telecom domain. My Technology areas would include Predictive Analytics (Both traditional ML and DNN), Deep learning neural networks (ANN, RNN, LSTM, CNN) , Virtual agents, Biometrics, Image processing and Natural Language processing. Data Analysis and ML Skills Summary: • Data Visualization: Watson tool, Python Open source packages • Machine Learning/Supervised and Unsupervised Learning o Regressions like Linear, Logistic Regression etc. o Neural Network Models, ARIMA Models, Decision Trees, Random Forest, Bagging and Boosting, Bayesian Networks, ANN models, LSTM, Conv-LSTM, CNN-LSTM models o Other classification algorithms like KNN, Naive Bayes, etc. • Optimization techniques o Hyperparameter tuning/ Drop out techniques etc. • Forecasting analytics o ARIMA o Neural network • Statistical Analysis, Data Collection techniques • Natural Language Processing, Text Analytics, Sentiment Analysis, Chat Bots/Virtual Agents • Semantic and syntatic - Wor2vec, Gensim • Natural Lanugage Generation (NLG) • Natural Language understanding (NLU) • Programming languages used for analysis -Python • Tools used o Microsoft LUIS/Watson Analytics tool o Microsoft Azure • Docker, Kubernetes • Computer Vision • IOT • Augmented Reality
Annamalai University
Doctor of Philosophy - PhD, Machine Learning and Statistical Analysis
January 1, 2012 – January 1, 2017
Velammal Engineering College
M.E Mobile andn Pervasive computing
January 1, 2009 – January 1, 2011
Annai Teresa College of Engineering
B tech Information Technology
January 1, 2005 – January 1, 2009
IBM
Data Scientist
June 1, 2016 – Present
Bangaon, West Bengal, India
Accenture
Data Scientist
September 1, 2015 – June 1, 2016
Bangalore
Verus
Data Analyst
January 1, 2012 – August 1, 2015
Greater Chennai Area
TIFAC CORE
Reseacher
March 1, 2010 – March 1, 2011
Greater Chennai Area
Cultural Fit Analysis
The candidate's experience is primarily in Data Science and Data Analysis, with a strong academic background in Machine Learning. While there's a clear alignment with AI/ML, the target role is 'Computer Vision'. The resume does not explicitly detail projects or roles focused on Computer Vision, which suggests a potential gap in direct domain experience for the target role. The breadth of skills listed (Bedrock, Analytical Skills) is generic and does not provide specific insight into diverse technical capabilities relevant to Computer Vision.
Soft Skills & Operational Fit
The provided data does not contain sufficient information to assess soft skills or operational fit beyond the stated job descriptions. The psychometric test score is 0, indicating no data for logical reasoning, work attitude, stress handling, or team collaboration.