> Program : MWML Data Science Incubator Summer Internship> Project : Speech To Image application> Technologies used: Python, Deep learning, Speech recognition,Generative Adversarial Networks, Pytorch, Streamlit, Flask, Docker> Goal of the project : "Visualize anything we say". ==> Git Repository : https://github.com/savitha91/* Responsible for ideation, research and End2End development of Speech to Image AI application using Flask and Streamlit… Show more > Program : MWML Data Science Incubator Summer Internship> Project : Speech To Image application> Technologies used: Python, Deep learning, Speech recognition,Generative Adversarial Networks, Pytorch, Streamlit, Flask, Docker> Goal of the project : "Visualize anything we say". ==> Git Repository : https://github.com/savitha91/* Responsible for ideation, research and End2End development of Speech to Image AI application using Flask and Streamlit API* Identified best API for speech recognition and pre-trained GAN models for image generation by going through research papers and open source projects in GitHub. Worked individually in developing the End2End application. Deployed the app as Docker image* Researched on Linux sound system (ALSA) and JS MediaRecorder API for audio recording in Docker image, SpeechRecognition API, Seq2Seq model, BERT, Transformers, NLP, RNN, Nvidia QuartzNet, DeepSpeech, GAN, Git, Heroku, Audio features, AWS EC2* Analysed audio signals and extracted audio features(MFCC) using Python* Working on building GAN model for generating random image with multiple objects Show less

Project-1 : Citi Risk project Role : Java-Spark developer * Developed Spring Expression Language (SpEL) rules for validating files containing account related information. * Developed spark jobs to perform transformation on account restatements received from hive tables and stored the results in avro files(HDFS). Developed Unix Script for launching the spark job. * Responsible for Unit testing the code. Involved in fixing the defects in SIT and UAT* Worked with DevOps team… Show more Project-1 : Citi Risk project Role : Java-Spark developer * Developed Spring Expression Language (SpEL) rules for validating files containing account related information. * Developed spark jobs to perform transformation on account restatements received from hive tables and stored the results in avro files(HDFS). Developed Unix Script for launching the spark job. * Responsible for Unit testing the code. Involved in fixing the defects in SIT and UAT* Worked with DevOps team for creating CI/CD pipelines using Jenkins and Teamcity* Supported the team in recruiting candidates for the projectProject-2 : Text mining on Annual reports (PDF) using Java - SEBI POC project * Involved in requirements gathering, design and development of desktop application to automatically extract text from paragraph(auditor details, auditor opinions) and tables (Fixed assets details, lease details) from annual report using PDFBox Java library.* Reported the extracted information in excel format using Apache POI library* Automated the extraction of details from over 200 reports of various companies. Improved performance through code optimisation* Worked individually in developing the applicationProject-3 : Palm tree yield prediction – Data Science project* Researched on the factors affecting palm tree yield and state of art CNN models for satellite image analysis. Supported the team in project pitch presentation Show less

* Involved in requirements gathering, design (using Enterprise Architect), development, testing and release of Documentation Tool (Desktop application), * Created use cases and class diagram using Enterprise Architect(EA)* Developed UI , similar to word-editor using JGoodies(3rd party tool), Javaswings, JavaFX. Options available in UI - Upload image, create table , format text, insert paragraph. Saved the data from UI to a XML file and generated PDF using iText library. PDF file… Show more * Involved in requirements gathering, design (using Enterprise Architect), development, testing and release of Documentation Tool (Desktop application), * Created use cases and class diagram using Enterprise Architect(EA)* Developed UI , similar to word-editor using JGoodies(3rd party tool), Javaswings, JavaFX. Options available in UI - Upload image, create table , format text, insert paragraph. Saved the data from UI to a XML file and generated PDF using iText library. PDF file contains images of engine software models, description of the model, tables containing names and definition of signals and parameters used in the model* Responsible for providing KT to consultants and new joiners* Ability to interact directly with German clients. Have onsite exposure and can read, write and speak German (A1) Show less

• Gained knowledge on development of Engine software function using MATLAB , Simulink, Polyspace• Automation of Data Migration from PVCS to SVN using VBScript• Created scripts for Automation testing of Engine software tool UI using Sikuli