Srilekha Divyakolu
Summary
Senior Software Engineer specializing in AI, ML, and Computer Vision, with a focus on Serverless Infrastructure on AWS utilizing Python. Delivered a 10% reduction in call hold times through identification and resolution of pain points in Support Channels. Demonstrated expertise in constructing pipelines for ETL and automation, prioritizing process optimization within cloud environments. Dedicated to harnessing technology for impactful solutions and fostering team mentorship.
Overview
9
9
years of professional experience
1
1
Certification
Work History
Application Developer
ADP - Automated Data Processing Inc
10.2022 - Current
- Conducted load testing to resolve critical API challenges, enhancing batch processing using Locust and Python.
- Established Heart-beat Monitor solution for proactive API endpoint monitoring, minimizing application downtime with Python, FastAPI, SMTP, and Splunk.
- Engineered Data ETL pipelines in Databricks, integrating MySQL and Oracle DBs to create unified client profiles in Neptune DB.
- Developed Agent Assist product for pilot users with Python Flask and Azure AI tools, reducing hold time during calls by 10%.
- Boosted data scientist productivity by implementing automation scripts in AWS Serverless, achieving 90% efficiency increase.
- Collaborated with DevOps teams on AWS and Azure infrastructure setup, ensuring smooth application deployment.
- Achieved 70% performance optimization by addressing CI/CD bottlenecks and adopting event-driven architectures in AWS.
- Mentored junior developers on coding standards and best practices, fostering team growth.
Associate Application Developer
ADP - Automatic Data Processing Inc.
08.2020 - 09.2022
- Created document extraction engine using OCR, NER ML models, and Computer Vision in Python, achieving 93-98% accuracy.
- Designed automation pipeline for model performance monitoring and drift detection with Python Flask and AWS services.
- Engineered data cleaning pipelines utilizing AWS Step Functions and Lambda for efficient ML model training.
- Performed data translation with Glue DataBrew recipes to enhance training datasets.
Software Engineer
United Online Software Development
07.2016 - 06.2018
- Introduced marketing emails and location-based ads, increasing user engagement by 5 percent and boosting ad revenue.
- Developed and maintained software applications using C++, TypeScript, jQuery, HTML, CSS, and JavaScript.
- Resolved complex technical issues in existing software through effective debugging techniques.
- Enhanced software functionality by demonstrating strong problem-solving abilities.
Education
Master of Science - Computer Science
Georgia State University
Atlanta, GA05-2020
Bachelor of Science - Computer Science & Engineering
University College of Engineering JNTUK
Andhra Pradesh, India 04-2016
Skills
- Python
- Automation Pipelines
- ETL processes
- Continuous integration
- DevOps collaboration
- Team mentoring
- Problem solving
- Software development methodologies
- Analytics
- Full-stack development
- Problem-solving
- C
- TypeScript and JavaScript
- SQL
- Java and Scala
- AWS EC2 and Lambda
- AWS SageMaker and Step Functions
- AWS SQS and Kinesis
- AWS EventBridge and API Gateway
- AWS SNS and Azure Cognitive Services
- Apache Spark and AWS Glue Databrew
- MySQL and NoSQL databases
- DynamoDB and Neptune DB
- Kubernetes and Docker
- Terraform and Jenkins
- Git version control
- LLMs and ChatGPT integration
- Computer vision techniques
- ML model training and monitoring
- SageMaker Ground Truth tools
- AWS Textract and Transcribe services
- Flask web framework
- Nodejs and React development
- RESTful APIs design
- HTML, CSS, and jQuery skills
- Kibana and QuickSight for data visualization
- CloudWatch and Splunk
- Databricks
- Locust and PyTest for Performance Testing
Certification
Certified Salesforce Associate AI
Timeline
Application Developer
ADP - Automated Data Processing Inc
10.2022 - Current
Associate Application Developer
ADP - Automatic Data Processing Inc.
08.2020 - 09.2022
Software Engineer
United Online Software Development
07.2016 - 06.2018
Master of Science - Computer Science
Georgia State University
Bachelor of Science - Computer Science & Engineering
University College of Engineering JNTUK