Pavani Satish Email & Phone Number

Danville, Pa., Us

• Successfully annotated patient, radiology and clinical notes of various formats such as RTF and HTML using NLP, machine learning algorithms and Apache cTAKES• Parsed and processed pharma genomics data in Hadoop and Spark environment using Java and Scala• Streamlined the execution process of NLP pipeline by adding unified scripting• Implemented search engine interfaces using SOLR for better visualization of annotated results• Experimented with various Deep Learning models of Tensor Flow for classification of medical images used to detect Diabetic Retinopathy

New York, Ny, Us

• Successfully implemented machine learning and NLP algorithms in Java using Spring for the automated lead generation platform.• Used WEKA, Open NLP, Elastic Search, and Mongo DB for building the machine learning and NLP algorithms • Executed Naive Bayes for email tagging, Keyword Extraction, Template Generation, Data filtering and Elastic Search filters. Also used third party APIs for building chat bots for the platform. • Worked with complex data and found the patterns, insights based on the inputs • Wrote queries using elastic search for filtering valuable information• Worked on large data sets of structured, semi- structured and unstructured data to discover insights and collaborate with business partners to deliver business value through these insights • Gained experience in extracting data relevant for business needs.• Imported and exported data to HDFS and Spark for in-depth analysis and efficient job execution • Cleaned, Analyzed and transformed data with Pandas and Python.

Buffalo, Ny, Us

• Collaborative Filtering and Recommendation Systems on Graph LabExperimented with toolkits provided by GraphLab Create and wrote scripts in python to make predictions and movie recommendations for the Netflix Prize dataset• Handwritten Digits ClassificationSuccessfully implemented different classification methods for classifying handwritten digits and incorporated back propagation and feed forward principles in the design of artificial neural network using MNIST datasets. Also implemented K-Nearest Neighbors classifier, evaluated its performance and documented the pros and cons of these classification methods• Regression Methods EvaluationImplemented parameter estimation for Linear, Ridge and non-linear regression, interpreted the results and made final recommendations on regression methods. Also experimented with Gradient Descent for Ridge Regression Learning and evaluated its performance• Support Vector Machines Evaluation: Executed Logistic Regression and SVM classifiers on handwritten digits and compared their performance• Exploratory Data Analytics with R ProgrammingPerformed statistical analysis on Natural Disasters data using various algorithms including K-means. Also visualized various metrics over time and space using data visualization methods, graphs, ggplots, gmaps and rworldmaps• Twitter Data Analytics using Hadoop 2.0 and Map ReduceUsed Hadoop, Map Reduce, and Twitter4j API to aggregate huge data sets of streaming Twitter data, inferred various metrics such as trending topics, shortest path between users and executed k-means clustering on other meta data. Also used D3.js, Google Charts and Gephi for visualization

Bangalore, Karnataka, In

• Developed and maintained the waste management console application for a leading retail chain of U.S. Also provided production support for the same• Enhanced the console application with additional features for pallet tracking (using C/C++) • Developed and maintained the operations management product named System Walker Operation Manager for a leading IT giant of Japan. Also provided enhancements and production support for the same• Implemented enhancements on the client-server model in C/C++ and Visual Basic • Involved in implementation of windows services and UNIX processes based on concepts of Network Programming and inter-process communication• Also worked as an onsite project coordinator for a brief period: Involved in all the phases of software development life cycle ranging from requirement gathering till deployment• Performed unit testing on all developed processes, created make files and packages in customer environment at Nagoya, Japan• Executed factor-table analysis for test planning, component testing and regression testing• Wrote shell-scripts and batch files for achieving test-automation

Bangalore, Karnataka, In

Bangalore, Karnataka, In

Master Of Science (M.S.), Computer Science Engineering

Bachelor'S Degree, Communications Engineering