Sumanth Krishna Ambati

About Sumanth Krishna Ambati

Latest Work:Sentiment Analysis ~ NLP, Transform Architecture, Hugging face (pre-trained transformer modeld)Generative AI - Working on the AI-native approach to app & data integration in ETL and other Data Process flow. Leveraging the Generative AI in Data Customization for Personalization, Masking personal information1. Data Pipeline Development:Led the design and implementation of data pipelines using Apache Spark, Apache Kafka, and Python, resulting in a 30% reduction in data processing time for Company X.Developed robust ETL processes that handled terabytes of data daily, ensuring data accuracy and consistency for critical business reports.2. Data Modeling and Warehousing:Designed and maintained data warehouses using tools such as Snowflake and Amazon Redshift, enabling efficient querying and reporting for business analysts.Created dimensional data models for optimized data retrieval, facilitating advanced analytics for the marketing department at Company Y.3. Cloud Computing:Extensive experience with cloud platforms, including AWS, Azure, and Google Cloud, leveraging services like AWS Glue and Azure Data Factory for scalable data solutions.Migrated on-premises data infrastructure to AWS, reducing operational costs by 40% while improving scalability and reliability.4. Big Data Technologies:Implemented Hadoop ecosystems, including HDFS and Hive, to process and store large volumes of data, enabling real-time analytics for financial data at Company Z.Utilized Apache Airflow for orchestrating complex data workflows and managing dependencies efficiently.5. Data Quality and Governance:Established data quality checks and automated data validation processes, resulting in a 25% decrease in data errors and enhancing data reliability.Implemented data governance policies to ensure compliance with industry regulations, maintaining data security and privacy.6. Collaboration and Leadership:Collaborated closely with data scientists, analysts, and business stakeholders to understand requirements and deliver data solutions that align with business objectives.Mentored junior team members, fostering a culture of continuous learning and best practices in data engineering.7. Problem Solving:Resolved critical data issues by identifying root causes and implementing efficient solutions, minimizing downtime and data loss.Developed data recovery strategies that reduced recovery time from hours to minutes during system failures.

Experience

1. Sr Vice President, Engineering

   JPMorganChase

   Feb 2025 — Present · Columbus, OH, US

Education

• Bhavana Junior College

  Intermediate, Maths, Physics, Chemistry

  1998 — 2000

• Sri Sathya Sai Institute of Higher Learning

  Post Graduate, Physics

  2003 — 2005

• Aditya High School

  Tenth, sciences,lanugages

  1995 — 1998

• Sri Sathya Sai Institue of Higher Learning

  M.Sc, Photonics (PHY)

  2003 — 2005

Skills

• Rake
• Haml
• Team Leadership
• Ruby
• Fortify
• Css
• Capybara
• Git
• Agile Methodologies
• Rspec
• Team Building
• Entrepreneurship
• Mongrel
• Salesforce.com Administration
• Open Source
• Javascript
• Python
• Scrum
• Fiddler
• Django
• Watir
• Rest
• Activerecord
• Ruby on Rails
• Jasmine
• Web Development
• Cucumber
• Project Management
• Php
• Cascading Style Sheets (Css)
• Technical Recruiting
• Technical Architecture
• Jquery
• Training
• Angularjs
• Capistrano
• Nginx
• Ajax
• Amazon Web Services (Aws)
• Selenium