Jayaprakash V
Suwanee,GA
Summary
- Accomplished IT professional with over 17 years of experience encompassing the entire software development life cycle, including Solution Architecture, System Analysis, Design, Development, Implementation, Testing, and Maintenance of applications in on-prem, cloud, and hybrid environments.
- Analytical development leader well-versed in technical architecture, solution development and deployment support. Valuable in review of proposals, making effective choices and contributing to entire development lifecycle. Excellent communication, planning and decision-making skills.
- Talented Solutions Architect coordinates stakeholders to drive successful development efforts and meet mission-critical business needs. Skilled project manager and team leader with organized and decisive approach. Over 17 years of progressive experience in IT and Software Solutions.
Overview
18
18
years of professional experience
Work History
Sr. Solutions Architect - AI/ML/Cloud/BigData
Lead Data Scientist/ML Solution Architect
FinTech
01.2023 - Current
- The Thematic Research Platform (TRP) is implemented on the AWS environment to introduce new Thematic ETF products
- The platform empowers research teams to construct data ingestion pipelines and perform data engineering tasks that facilitate quick development of machine learning models, deployment, and management of production models
- These capabilities will ultimately allow the business to create thematic portfolios.
Lead Data Scientist/Cloud ML Solution Architect
PinWheel
08.2021 - 12.2022
- Pinwheel’s main objective as a company is to enable healthy interactions between children and technology
- As such, Pinwheel leverages NLP models to detect concerning content in text messages
- They identify SMS or text messages that indicate instances pertaining but not limited to violence, bullying, and self-harm.
Solutions Architect
Cloudera
08.2021 - 12.2022
- The Cloudera Machine Learning Platform (CML) is a comprehensive suite of products that seamlessly integrate with the Cloudera Big Data ecosystem, providing users with an end-to-end solution for managing the entire machine learning model development to MLOps process
- CML also enables customers to operate in Multi-Cloud and Hybrid environments, giving them the flexibility to choose the best cloud or on-premises solution that meets their needs.
AWS Cloud Big Data Analytics Lead
Cox Communications
07.2018 - 08.2021
- Cloud Analytics Platform is the Next gen Machine learning platform for Cox analytics needs
- Various ML models are defined, tested, and evaluated on this platform to predict the service outages and various other analytical metrics
- These models are used by various other applications within cox to proactively serve the customers for better experience and reduce the various operational expenses.
Big Data Lead/Architect
MOSAIC
06.2016 - 06.2018
- Mosaic is a scalable Hadoop platform that correlates and analyzes diverse data streams, enabling real-time response to business needs
- It performs data cleansing, enrichment, advanced processing, and empowers accurate forecasting, predictive analysis, and machine learning for data-driven decision-making.
Big Data Solution Architect
UK Power Networks
10.2014 - 06.2015
- Orchestrated the architecture and design of Hadoop clusters, including comprehensive assessments, feasibility studies, and requirements gathering for the UKPN data analytics platform
- Directed the implementation of a real-time data analytics system for Smart Meters and Smart Grids, enabling timely insights generation through data ingestion, processing, and advanced analytics.
Lead Hadoop Consultant
Lowe's
10.2013 - 09.2014
- Led the movement of crawl data files to HDFS, developed Apache Pig scripts for data processing, and utilized Hive for efficient data storage and querying
- Implemented MapReduce jobs in Java for data cleaning and preprocessing, Sqoop scripts for data import/export, and performed statistical data modeling using Python and R.
Software Architect and Data Scientist
McAfee (Intel Security)
11.2011 - 07.2013
- Took charge of end-to-end project responsibilities, including leading the setup of Hadoop clusters, orchestrating batch processing of structured data using Sqoop and Oozie, and developing efficient Spark jobs for data ingestion, processing, and metric computation
- Played a pivotal role in the successful upload and processing of over 30 terabytes of data from diverse structured and unstructured sources into HDFS on the AWS cloud, leveraging tools like Sqoop and Flume.
Java Lead Engineer
Samsung
04.2009 - 11.2011
- Managed end-to-end project responsibilities, including planning, scheduling, requirement gathering, technical leadership, web application development (Java, J2EE, HTML, XHTML, JSP, Servlet, JSF, JavaBeans), build migration (Ant to Maven 2), and effective debugging and troubleshooting.
Sr Java Engineer
Invitrogen Bio services
09.2007 - 03.2009
- Requirement Study, Design, Development of Servlets and Spring MVC components, Spring AOP, Web Services for B2B Communication, UI Development using HTML, JavaScript, JSP, and Development of ORM Components using Hibernate
.Net Engineer
Dearborn Electronics
10.2005 - 09.2007
- Requirement Study, Design and Development of Web Services using the WCF and Development of COM Components to provide the Communication with devices via wired and wireless and Writing Installshield Scripts, Build, Testing
Education
Master of Science - Data Analytics
Georgia Institute of Technology
Atlanta, GA03.2021
Bachelor of Science - Computer Science
Jawaharlal Nehru Technological University
Hyderabad, India04.2005
Skills
- Solution Optimization
- Cloud, BigData, AI Solution Architecture
- Technical Architecture
- Data Engineering
- Performance Optimization
- Microservices Architecture
- Spark, Scala, Python, Java
- Project Management
- AWS, GCP, Azure, Hybrid Cloud Solutions
- Data Science, AI
- Generative AI
Personal Information
Title: Sr. Solutions Architect - AI/ML/Cloud/BigData
References
References available upon request.
Timeline
Lead Data Scientist/ML Solution Architect
FinTech
01.2023 - Current
Lead Data Scientist/Cloud ML Solution Architect
PinWheel
08.2021 - 12.2022
Solutions Architect
Cloudera
08.2021 - 12.2022
AWS Cloud Big Data Analytics Lead
Cox Communications
07.2018 - 08.2021
Big Data Lead/Architect
MOSAIC
06.2016 - 06.2018
Big Data Solution Architect
UK Power Networks
10.2014 - 06.2015
Lead Hadoop Consultant
Lowe's
10.2013 - 09.2014
Software Architect and Data Scientist
McAfee (Intel Security)
11.2011 - 07.2013
Java Lead Engineer
Samsung
04.2009 - 11.2011
Sr Java Engineer
Invitrogen Bio services
09.2007 - 03.2009
.Net Engineer
Dearborn Electronics
10.2005 - 09.2007
Sr. Solutions Architect - AI/ML/Cloud/BigData
Master of Science - Data Analytics
Georgia Institute of Technology
Bachelor of Science - Computer Science
Jawaharlal Nehru Technological University