Data Scientist working with teams on building end to end solutions for extracting actionable insight from data.
Data Mining and Machine Learning with Python( Scipy , Numpy, Scikit-Learn) and R .
Worked on different domains (text mining, images analysis, time series modeling, etc.)
working with typical messy data that requires data cleaning.
Worked on Bayesian computation, Monte Carlo Methods, Trees, Networks, Network Visualization, Node-LinkGraphs, Matrix Views
Worked on Linear Regression, Logistic Regression, Trees, Text Analytics, Clustering, Visualization and Optimization, SVM, kNN, HMM, Neural Networks and Deep Learning
Worked with un/structured, Numerical, Categorical Large Volumes of Data
Worked with Spark, Hadoop, MapReduce, MRJob, Hive, SQL, Pig, AWS S3,EC2,DynamoDB ML, Matlab, Octave.
Background in probabilistic/ statistical modeling, Machine Learning, Pattern Recognition, estimation Theory and Algorithm design.
Web Scrapping, Data Cleaning, data mining, Data Visualization
Kaggle Competition – “ what Predicts Happiness” using data from Show of Hands ( an informal polling platform for mobile devices and web ) .
Mobile Technologies, NFC, SIM / UICC, Geofencing.
Built new generation of Intelligent Smart Phone Applications, BackEnd Services with Distributed Systems, Cloud Computing, Hadoop, MapReduce, Cassandra, Hive, Vwware ESXi, vSphere, Android, NDK, Java, JNI, IOS.
Software Solution with Routers, Layer2 switches, triple-play Ethernet networks, L3VPN, 6vPE, 6PE, L2VPN, VPLS, MPLS, IPv6 and IPv4, OSPFv3, BGP, ISIS.
Worked in Development of Spanning Tree Protocol, Rapid Spanning Tree Protocol and Link Aggregation protocol for Layer 2 Ethernet Switches and FTTH technology.
Worked in developement of Embeded JVM, JNI with C and C++ for 1394 on VxWorks.
Worked on SNMP Agent and Manager.
email : anand.bonthu@gmail.com
Staff Data Scientist ( Office of CTO ) @ From July 2015 to Present (6 months) Sr.DataScientist @ From May 2015 to July 2015 (3 months) Data Scientist @ From January 2014 to May 2015 (1 year 5 months) Principal Software Engineer @ From May 2012 to July 2013 (1 year 3 months) Senior Software Engineer @ From June 2011 to April 2012 (11 months) San Francisco Bay AreaSenior Software Engineer @ From July 2005 to June 2011 (6 years) San Francisco Bay AreaSenior Software Engineer @ From 2004 to 2005 (1 year) Senior Software Engineer @ From 2001 to 2003 (2 years) Senior Software Engineer @ From 2001 to 2001 (less than a year) Senior Software Engineer @ From 1997 to 2001 (4 years)
Data Science @ Massachusetts Institute of Technology From 2014 to 2014 B.E @ Andhra University From 1992 to 1996 High School @ St Josephs School From 1984 to 1992 Anand Bonthu is skilled in: SNMP, QoS, IPv6, OSPF, Ethernet, MPLS, BGP, VPLS, TCP/IP, JNI, Multicast, C, Java, Hadoop, MapReduce