Vamshi Krishna Nakka
Principal Software Engineer - Solutions Architect | Data Engineering & GenAI Specialist | LLM Agents, RAG, Agentic Workflows | Scalable Pipelines | AWS Bedrock & SageMaker, GCP Vertex AI, LangChain
- Role
- Principal Software Engineer - Solutions Architect at Innova Solutions
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Vamshi Krishna Nakka
Experienced Data & Generative AI Engineer with a strong track record of designing, building, and deploying scalable, cloud-native data platforms and GenAI-powered applications. I specialize in transforming complex data and business problems into production-ready AI systems that drive automation, insight generation, and operational efficiency. I bring end-to-end ownership across the AI and data lifecycle — from data ingestion, transformation, and validation to LLM integration, RAG pipelines, MCP-based tool orchestration, and multi-agent workflows. My work focuses on applying Generative AI in practical, enterprise-grade scenarios rather than experimental prototypes. I am particularly passionate about bridging data engineering with applied AI, building intelligent systems that combine semantic search, vector databases, cloud-native orchestration, and agentic reasoning to enable context-aware automation and decision-making.Core Expertise Data Engineering & Programming – ETL/ELT pipelines, data modeling, and validation using Python, PySpark, and SQL. Databases & Vector Stores – SQL Server, PostgreSQL, MySQL, BigQuery, AWS RDS; ChromaDB, FAISS, Pinecone, AlloyDB. Cloud Platforms – AWS (S3, Glue, Lambda, Step Functions, Sage Maker, Bedrock, ECS, IAM)| GCP (Vertex AI, BigQuery, Cloud Run, GCS). MLOps & DevOps – Terraform, Jenkins, Docker, Airflow, CI/CD for data and GenAI workloads. Generative AI & LLMs – RAG pipelines, embeddings, semantic search using LangChain, Bedrock (Claude), Vertex AI (Gemini), OpenAI. Agentic AI Systems – MCP-based tool integration, ADK Agents, AgentSpace, AgentEngine for multi-agent orchestration. UI & Full-Stack – Streamlit, FastAPI, Flask, ReactJS, NiceGUI; API integrations for data enrichment. Tools & Environment – Curser, Git, Postman, VS Code, Jupyter Notebook.
Experience
Principal Software Engineer - Solutions Architect
Apr 2025 — Present · Hyderabad, IN
Education
JNTUH College of Engineering
Bachelor of Technology, Information Technology
Osmania University
Postgraduate Diploma , Data Science
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.