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# Lasya Madhuri Gundapaneni

**Headline:** Professional profile
**Location:** Dallas, TX, USA

## About

Lasya Madhuri Gundapaneni is an AI product builder with experience developing and improving live AI features using real user feedback\. Lasya’s strengths include translating academic AI and machine\-learning knowledge into production applications, independently learning the tools required to deploy them, and persisting through deployment challenges until products are live\. During an internship at Venues, Lasya built an end\-to\-end AI recommendation system using the GPT\-4o API, REST APIs, Pydantic, asynchronous programming, Railway deployment, and machine\-learning accuracy prediction\. Lasya successfully debugged an initially broken AI\-agent deployment and brought it into production\. The resulting recommendation agent is live and used by real users\. Lasya has also improved recommendations based on user feedback and prioritized customer\-requested location features, reflecting a hands\-on approach to building AI products that respond to practical user needs\.

## Highlights

- Built an end\-to\-end AI recommendation system during an internship at Venues\.
- Used the GPT\-4o API, REST APIs, Pydantic, asynchronous programming, Railway deployment, and machine\-learning accuracy prediction in AI product work\.
- Built and deployed a production AI recommendation agent that is live and used by real users\.
- Debugged an initially challenging AI\-agent deployment and successfully brought it into production\.
- Used real user feedback to improve live AI product features and recommendation quality\.
- Prioritized customer\-requested location features in the recommendation experience\.
- Independently translated academic AI and machine\-learning knowledge into production applications\.

## FAQ

### What does Lasya do?

Lasya builds AI product features and recommendation systems, with experience taking AI applications from development through production deployment and iteration based on real user feedback\.

### What are Lasya’s core technical strengths?

Lasya is strongest at independently bridging academic AI and machine\-learning knowledge to production applications\. Lasya has hands\-on experience with GPT\-4o API integrations, REST APIs, Pydantic, asynchronous programming, Railway deployment, and machine\-learning prediction models\.

### What did Lasya accomplish at Venues?

During an internship at Venues, Lasya built an AI recommendation system end to end\. The work included GPT\-4o API use, Railway deployment, and machine\-learning accuracy prediction\.

### What production AI project has Lasya delivered?

Lasya built and deployed a production AI recommendation agent that is live and used by real users\. After initial deployment challenges, Lasya debugged the AI agent and successfully deployed it to production\.

### How does Lasya incorporate user needs into AI products?

Lasya has worked with real user feedback to improve live AI product features and recommendations\. Lasya also prioritized location features requested by customers\.

### How has Lasya developed production AI skills?

Lasya independently learned how to move from classroom AI and ML concepts to a live production application, including resolving deployment issues encountered along the way\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/ACoAAD90PXQBUdOyUTTolwrUkTeY9\_VkJ84rqoE

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