Ravi Mylavarapu
San Jose,CA
Summary
15 Years | Architecting & Building Scalable Data & AI Solutions | Strong Leadership & Collaboration - Designing, Architecting & Building Hyper-scale Data & AI Platform I combine my deep understanding of data technologies with a talent for crafting efficient and adaptable architecture. This enables me to build solutions that unlock the power of massive datasets, from structured warehouses to real-time streams. Through my collaborative approach, I work seamlessly with teams to translate data into actionable insights and drive business success.
Overview
12
12
years of professional experience
Work History
Principal Software Engineer
Epiq Global
Sanjose, USA
04.2024 - Current
- Driving Generative AI Innovation.
- As a seasoned software engineer with a deep-rooted passion for artificial intelligence, I was instrumental in leading the development of cutting-edge generative AI products.
- My recent experience centered around designing and implementing the COPILOT generative AI system for climate data analytics.
- This innovative system excels in:
- Natural Language Generation: Producing high-quality text and maps.
- Question Answering: Providing insightful responses to critical product-related queries.
- Data Interaction: Engaging in interactive conversations with data.
- Creative Content Generation: Crafting diverse forms of creative content for self-service applications.
- Additionally, I developed the RAG system for efficient document and data search within the product's knowledge base.
- My technical toolkit included a robust combination of open-source libraries (OpenAI, LlamaIndex, PgVector DB, FastAPI, Streamlit), and Snowflake's Cortex AI, Cortex Search, and Cortex Analyst services.
- This powerful combination enabled me to deliver exceptional results throughout the development lifecycle.
Principal Software Engineer
RightRev Inc.
Santa Clara, USA
11.2021 - 04.2024
- Company Overview: Hyper Scale's innovative software platform automates revenue recognition processes, simplifying everything from quotes to invoices
- By leveraging Generative AI tools and Snowflake Cortex AI, we've accelerated product development and provided valuable insights
- I've played a crucial role in optimizing revenue recognition and driving product innovation
- My key contributions to this project include:
- Architecting generative AI solutions to enhance product sales and support
- Designing and implementing a scalable data architecture using Snowflake and AWS cloud
- Developing APIs for easy data access and integration
- Establishing robust data governance and quality measures
- Streamlining data ingestion processes using Airflow workflows
- Hyper Scale's innovative software platform automates revenue recognition processes, simplifying everything from quotes to invoices
Sr. Staff Software Engineer
Citibank
New Jersey, USA
04.2021 - 11.2021
- I played a pivotal role in redefining Experian's Ascend Audience Engine for the cloud era.
- I designed and architected the platform as a service (PaaS) on AWS, enabling scalability and elasticity.
- Migrated the legacy application into a suite of cloud-hosted microservices, enabling independent development, deployment, and scalability.
- Furthermore, I also developed and implemented the platform's core capabilities, including the API manager and API gateway control plane, empowering seamless data access and control.
- I thrived in an agile environment, collaborating with business and research teams on performance metrics, ensuring impactful development cycles.
- The data processing frameworks, like Databricks and Snowflake Data Cloud, with Python SDK, were the mainstream stack for data lineage as well.
- Experian's Consumer Information Services (CIS) is a leading provider of data and predictive insights to organizations.
Sr. Staff Software Engineer
Zuora Inc.
Redwood City, USA
03.2017 - 04.2021
- Data Foundation [D-a-a-S]: The Data Foundation Service handles real-time analysis of large data volumes in the cloud
- It consists of a unified engine, Data Hub, built on query processors, services, and ingestion mechanisms
- Key contributions include data ingestion, scalable batch and streaming services, secure microservices, data lake infrastructure design, containerized build/deployment, and streamlined operations
Sr. Software Engineer
Techsophy
Hyderabad, India
06.2013 - 03.2017
- Digital Payment Data Service: As a key contributor to Apple Pay and Samsung Pay's real-time transaction platform, I played a vital role in establishing a scalable Hadoop Cloud platform on Cloudera
- I facilitated the seamless ingestion of real-time and historical data into this platform, enabling efficient big data processing
- I designed and implemented Spark jobs and data pipelines tailored to meet the specific needs of our business stakeholders
- By automating tasks and optimizing application performance, I significantly improved operational efficiency
- Additionally, I developed shell scripts and REST APIs to streamline data processing workflows, enhancing overall productivity
- I also streamlined cluster installation and orchestration processes, ensuring the platform's smooth operation
Education
Master of Science - Data Analytics
Rivier University
Nashua, NH05-2016
Skills
- AWS
- Azure
- Snowflake
- Apache Kafka
- Fivetran
- Redshift
- S3
- Athena
- Glue
- Apache Spark
- Presto DB
- Apache Airflow
- Dbt
- Tableau
- ThoughtSpot
- Superset
- Cloudera
- Hadoop
- HDFS
- HBase
- ML
- Generative AI
- Prompt Engineering
- OpenAI
- LlamaIndex
- PgVector
- Java
- Scala
- Python
- Python FastAPI
- GraphQL
- Docker
- Kubernetes
- Spring Boot
- Dropwizard
- Jersey
- Shell Script
- Data Dog
- Spinnaker
- Jenkins
- GitHub
- Bitbucket
- HTML
- CSS
- JavaScript
- JQuery
- React
- Node JS
- Streamlit
- Eclipse
- IntelliJ
- VSCode
- Maven
- Gradle
- Poetry
Awards
- AWS Certified Solution Architect Professional
- Machine Learning
Languages
- English
- Hindi
Timeline
Principal Software Engineer
Epiq Global
04.2024 - Current
Principal Software Engineer
RightRev Inc.
11.2021 - 04.2024
Sr. Staff Software Engineer
Citibank
04.2021 - 11.2021
Sr. Staff Software Engineer
Zuora Inc.
03.2017 - 04.2021
Sr. Software Engineer
Techsophy
06.2013 - 03.2017
Master of Science - Data Analytics
Rivier University
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