Data Scientist Architect
Resume:
Prasath Balu
*******.****@*****.***
Chitlapakkam
Chennai, Tamil Nadu
Summary Over 12+ Years of total IT experience and 4 years of Data Scientist / Architect experience in Machine Learning, Statistic Modeling, Predictive Modeling, Data Modeling, Data Analysis, Data Mining, Text Mining and NLP, Computer Vision for RPA. SQL performance tuning and PL/SQL blocks like stored procedures, Functions, Triggers, Cursors and ETL packages Education
PG Program - Artificial Intelligence and Machine Learning Great Lakes Institute Of Management • Chennai, Tamil Nadu Graduating - 05/2020
https://eportfolio.greatlearning.in/prasath-balu
B.Tech - Information Technology
Mailam Engineering College • Viluppuram, Tamil Nadu Graduated - 07/2006
Skills
Employment History
Data Scientist / Architect
Medusind Solutions • Chennai, Tamil Nadu
12/2016 - Present
Frameworks: Python, Pandas, Numpy, Matplotlib, TensorFlow, OpenCV, NLTK(toolkit) Models: RNN(LSTM), GRU, MobileNet model, Add UNET Arch Layers, Descriptive Analysis, Logistic Regression, Classification, KNN, Naive Bayes, Decision Tree, Bootstrap Sampling DevOps: Model Deployment using Docker, Kubernetes, TeamCity, Octopus Automatic Ticket Assignment using NLP. NLTK, RNN LSTM, Glove Embedding, Stacked & Bidirectional LSTM, GRU, Spatial Dropout
Descriptive Analysis On Scrum Data Created Reusable, Descriptive Analysis, reusable plots functions, check data normalization, outliers and skewness BOT Failure Prediction Model by importing data from SQL Server, Descriptive Analysis on BOT failure
Psychometric Analysis by importing data from SQL Server, Join employee data history and Psychometric data
RPA using Computer Vision to automate an Eligibility Verification application on remote desktop, YOLO for Object Detection
Patient Similarities for better medication, Descriptive Analysis, Feature engineering, classification models, Hyper Parameter tuning
Data Science / Machine Learning / AI / Data
Visualization
SQL Server
DevOps / CI-CD / Docker / Kubernetes /
TeamCity / Octopus
Data Structure / System Design /
Distributed Computing
Deep Learning / Computer Vision (YOLO) /
NLP
Python / Numpy / Pandas / Scikit Learn /
Matplotlib / C#
TensorFlow / OpenCV / NLTK
MedClarity And In-House Projects, a RCM Web/Winows based applications, Technical solutions, Product Evaluation, RPA, Technical Audits\Code review, ASP.Net MVC, SQL Server Senior Software Engineer
Bank Of America • Chennai, Tamil Nadu
09/2011 - 12/2016
Projects: Deal Management System, Wall Crossing Management Portal, Lynx, Lynx Metadata Viewer, Mainframe Converter
Description: Investment Banking Web based applications and ETL Process for Loan Management System
Role: Involve in Scrum, HLD\LLD, Design and Develop Technologies: C#, ASP.NET, Sql Server 2012, JQuery, Web Service, AngularJs 1.0, WebApi, ADO.NET, Sql Server 2008
Software Engineer
Servion Global Solutions • Chennai, Tamil Nadu
10/2010 - 09/2011
Projects: Loqus, Aqrate
Description: Telecom based project manages the customer contact information and automated call dialing.
Role: Developer
Technologies: Windows Service, WCF, ASP.NET, C#, ADO.NET, Sql Server 2008 Software Engineer
Versatile Soft Solutions • Puducherry, Puducherry
11/2009 - 10/2010
Project: Tender Net
Description: An Australian based online tendering website. Role: Developer
Technologies: ASP.NET, C#, ADO.NET, LINQ, Sql Server 2005 Software Trainee
Cac Software Consultancy Pvt Ltd • St.Thomas Mount, Tamil Nadu 09/2007 - 03/2009
Projects: BusApps Enterprise Application
Description: An enterprise application to automate the business process. Role: Developer
Technologies: ASP.NET, C#, ADO.NET, Crystal Report, Sql Server 2005 Languages
English Tamil
Telugu
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