Harish Katta
Software Engineer
Hyderabad
Summary
Results-driven Azure Data Engineer and Platform Engineer with 8+ years of experience across enterprise environments, specializing in data engineering, cloud infrastructure, and machine learning. Proven track record in designing scalable, production-grade data pipelines using Azure Data Factory, Synapse, Data bricks, and handling complex datasets using SQL and Python. Strong hands-on experience in ML model development with a focus on SVM, classification, and regression models. Adept in DevOps, Docker, CI/CD, and modern data architectures. Known for combining strong SDLC discipline with innovative thinking to deliver end-to-end data and ML solutions. Actively seeking new opportunities in Machine Learning and Data Engineering domains.
Overview
8
8
years of professional experience
4
4
years of post-secondary education
2
2
Certifications
Work History
Software Engineer
Bank of America
09.2021 - Current
- Designed and implemented scalable data pipelines using Azure Data Factory, Synapse Analytics, and Databricks
- Built and deployed machine learning models using Support Vector Machines (SVM) for classification (e.g., customer segmentation, fraud detection) and regression (forecasting key metrics)
- Conducted feature engineering, hyperparameter tuning, and evaluation using Python, Pandas, Scikit-learn
- Integrated ML workflows into enterprise data pipelines for production use in Databricks
- Created end-to-end pipelines for data ingestion, transformation, and modeling using Databricks Delta Lake, ensuring data reliability, consistency, and ACID compliance
- Experienced in sourcing data from S3, Amazon Redshift, Snowflake, Blob Storage, Hive, and Azure Data Lake
- Proficient in writing DDL/DML queries, stored procedures, SELECT statements, CTEs, views, and triggers
- Designed linked services, datasets, and triggers in ADF to automate data loading from source to destination
- Built interactive dashboards and reports using SQL, SSRS, and Tableau
- Worked in an agile environment using Azure DevOps for version control and task tracking
- Environment: Azure SQL, ADF, Databricks, Azure Blob Storage, Azure Data Lake Storage, Azure DevOps, JSON, CSV, Azure Synapse, JIRA, Tableau
System Engineer1`q
Verizon
07.2019 - 08.2021
- Designed and implemented Azure cloud solutions to improve scalability, performance, and operational efficiency
- Evaluated existing infrastructure and proposed modernization strategies aligned with Azure best practices
- Collaborated with cross-functional stakeholders including architects, developers, and project managers to define cloud solution requirements
- Ensured compliance with enterprise security, governance, and operational standards in all deployments
- Developed and maintained CI/CD pipelines for cloud-based deployments using Azure DevOps
- Built scalable infrastructure using Azure cloud architecture, improving system performance and automation
- Containerized applications and data workloads using Docker, enabling consistent deployments across environments
- Supported large-scale migration projects and managed Azure resources for cloud optimization
Analyst
HCL Technologies
02.2017 - 07.2019
- Provided enterprise-level OS and web application support for Linux, Windows, and Nginx environments
- Developed platform automation scripts and troubleshooting tools
- Assisted in implementing CI/CD pipelines for application delivery
- Ensured high availability and performance of web servers in production environments.
- Automating all regular tasks with shell scripting.
- Taking necessary steps to enhance the system performance.
Education
B.Tech
Vignan University
India 06.2012 - 04.2016
Skills
MySQL
Python
Azure Data Engineer
Machine Learning
Workfuion
Cloud architecture
Application Engineer
Pandas, Scikit-learn, SVM, Regression, Classification, Model Deployment
SDLC, Application Infrastructure
GitHub Copilot
Prompt Engineering
Certification
Azure Data Engineer associate
Accomplishments
Participated and completed 5K run conducted bt TCS.
Timeline
Software Engineer
Bank of America
09.2021 - Current
System Engineer1`q
Verizon
07.2019 - 08.2021
Analyst
HCL Technologies
02.2017 - 07.2019
B.Tech
Vignan University
06.2012 - 04.2016
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