Venkata Mani Mohana Rishitha Srikakulapu
Acworth
Summary
Results-driven Backend and Data Engineer with 5 years of experience in developing scalable data platforms and APIs, focusing on generative AI integration layers. Skilled in Python, SQL, and distributed data pipelines, with a strong emphasis on RESTful services. Demonstrates expertise in connector-based architectures and Langchain prompt engineering, ensuring high performance and secure AI integrations.
Overview
5
5
years of professional experience
1
1
Certification
Work History
GenAI Python Developer | MCP Connector Engineer
Tekfinite Inc.
02.2023 - 12.2025
- Built MCP-compliant Python connectors for LLM integration with APIs and PostgreSQL, improving integration speed by 40%
- Developed Python automation and REST API integrations for seamless cross-system data exchange
- Integrated LangChain-based agents for dynamic tool usage and context-aware responses
- Migrated legacy Oracle systems to Snowflake, enabling scalable cloud-native analytics
- Built and maintained 30+ production ETL/ELT pipelines processing large-scale enterprise datasets
- Refactored 100+ PL/SQL procedures into optimized Snowflake SQL, reducing execution time by 30%
- Designed modular, connector-style pipelines supporting extensible system integration
- Implemented validation, retry, and error-handling frameworks, ensuring 99.8% reliability of data processes
- Achieved 95%+ test coverage using pytest within CI/CD pipelines
GenAI Python Developer – Project Experience
Georgia State University
Atlanta
- Built MCP-compliant connectors in Python, enabling LLM integration with APIs and PostgreSQL, reducing integration time by 40%.
- Developed asynchronous low-latency pipelines with caching and retry logic, enhancing response performance by 30%.
- Integrated connectors with LangChain agents for dynamic tool usage and context-aware responses, enhancing system adaptability.
- Implemented secure authentication (OAuth2/JWT) and error handling to support scalable AI agent interactions.
- Containerized services with Docker, ensuring over 95% test coverage via Pytest and enabling efficient CI/CD pipelines.
Education
Bachelor of Science - Computer Science
Georgia State University
Atlanta, GA12-2022
Bachelor of Technology - Computer Science
National Institute of Technology
Tadepalligudem, India12-2018
Skills
- Python and SQL
- LangChain and LLM APIs
- Prompt engineering and tool calling
- Context injection and ETL/ELT pipelines
- Java and shell scripting
- Flask and REST APIs
- JSON handling and microservices
- Snowflake and PostgreSQL
- MySQL and Oracle
- SQL Server and AWS
- GCP and Docker
- CI/CD practices
- Git version control
- Postman for API testing
- OAuth fundamentals and authentication flows
- Retry logic and rate limiting
- Power BI and SSRS
- Connector frameworks and API keys
Websites
Certification
Snowflake SnowPro Core, 2023
Projects
- LLM-Powered Data Assistant (LangChain + APIs), Built an AI assistant enabling natural language queries over structured datasets, Implemented tool calling and context-aware prompt engineering, Designed modular API connectors to integrate external services
- MCP-Inspired Connector Framework (Python), Designed a lightweight MCP-style framework exposing tools and resources via REST/JSON, Implemented authentication, logging, error handling, and retry logic
Timeline
GenAI Python Developer | MCP Connector Engineer
Tekfinite Inc.
02.2023 - 12.2025
GenAI Python Developer – Project Experience
Georgia State University
Bachelor of Science - Computer Science
Georgia State University
Bachelor of Technology - Computer Science
National Institute of Technology