Nayana Ravi
AI Master’s Graduate | AWS Certified Solutions Architect | Databricks Certified Professional Data Engineer | Generative AI Specialist | Scalable AI & Cloud Solutions Builder
- Role
- Data Scientist at Arhasi, Ai With Integrity
- Location
- Dallas, TX, US
- LinkedIn followers
- 500 followers
About Nayana Ravi
Generative AI Specialist | AWS Cloud Solutions Architect | AI/ML InnovatorHi, I’m Nayana Ravi, a passionate Generative AI specialist and AWS-certified cloud professional with over 6 years of experience in cloud solutions and 3+ years specializing in AI/ML. I thrive on developing innovative, scalable AI-driven applications that optimize business processes, enhance customer engagement, and drive digital transformation. Expertise & Experience Generative AI & LLMs: Proficient in LangChain, GPT, Prompt Engineering, and LLM Fine-Tuning, I build advanced stateful chatbots, AI-powered agents, and automation solutions using AWS, GCP, and FastAPI. Cloud AI & ML Solutions: Extensive experience deploying AWS SageMaker, Amazon Lex, Google Vertex AI, and integrating AI models with cloud-native services like Lambda, S3, and BigQuery. Data-Driven Insights: Built predictive analytics pipelines using Power BI, QuickSight, and AWS analytics services to empower businesses with real-time, actionable insights. Neo4j & Knowledge Graphs: Integrated LLMs with graph databases, enabling natural language-to-Cypher query translation for intuitive data retrieval. Career Highlights Designed a stateful chatbot that transitions seamlessly between conversation states for enhanced AI-driven customer interactions. Developed LLM-powered product tagging using LangChain-OpenAI, improving automation in product categorization. Engineered competitive intelligence agents that autonomously analyze market trends and competitor activities. Automated document processing pipelines, transforming unstructured data into structured insights using GenAI and FastAPI. Implemented serverless AI workflows leveraging AWS Lambda, Amazon Connect, and GCP Cloud Functions for cost-effective, scalable solutions. Continuous Learning & GrowthI hold a Master’s in AI from the University of North Texas and multiple certifications, including AWS Solutions Architect. My passion lies in exploring Generative AI, machine learning, and cloud AI innovations to push the boundaries of technology. Let’s Connect!I’m always open to collaborating on AI-driven innovations, cloud-native applications, and emerging tech solutions. Let’s discuss how we can leverage AI to build the future—together!
Experience
Data Scientist
Apr 2024 — Present · Frisco, TX, US
Engineered generative AI solutions focused entirely on GenAI applications by developing a stateful chatbot that transitions smoothly from general conversation to issue-specific states. Designed and implemented product tagging and categorization processes using LLMs with LangChain OpenAI, significantly enhancing product data management. Developed integration with Neo4j, employing an LLM to translate natural language queries into Cypher queries, thereby streamlining graph database interactions.for larger documents. Led competitive analysis projects using the LangGraph workflow and created specialized agents for separate tasks via FastAPI, ensuring modular and scalable solution architecture. Created dedicated competitive analysis agents that leverage generative AI to autonomously monitor market trends and competitor activities and deliver actionable insights in real time. Built a Telegram–HubSpot integration agent to extract contact and messaging data for unified communication workflows. Developed a game analytics agent to analyze player behavior and update lead propensity scores directly into HubSpot CRM. Developed a Web Search Agent using the Tavily API to retrieve real-time contextual information and enhance LLM responses in LangChain workflows. Engineered a Meme Maker Agent that uses image input to generate contextual meme captions using OpenAI models, enabling automated content creation. Managed large-scale data ingestion pipelines, including sanitization, validation, and transformation before insertion into SQL-based systems. Worked with AWS Nova Sonic for real-time voice interaction and MCP to integrate services like ServiceNow, HubSpot, and Gemini with LLM-based agents. Extensive hands-on experience with LangChain, LangGraph, and tool chaining to create context-aware, production-ready AI systems.
Education
Bapu Degree College, Yeshwanthapur, Bangalore | Bangalore University | India
Bachelor's in computer Applications (BCA), Computer Science
University of North Texas
Masters in Artificial Intelligence, Artificial Intelligence
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