Sreeja Manthena

About

I am a student at Kakatiya University, currently pursuing 3rd year, interested at Artificial Intelligence, working on agents and networking algorithms, built an travel assistant which helps you to travel world wide.

Skills

Java

Python

Gemini

Experience

Google campus ambassador

Sept 2025 to Dec 2025

•Organized 4+ technical workshops for 100+ students,
fostering a community of student developers at
Kakatiya University.
•Led a campus-wide initiative to increase AI literacy by
teaching Prompt Engineering and Generative AI
ethics to faculty and peers.
•Developed community engagement through technical
hackathons and "Prompt Battles" using Google’s AI
tools.

Projects

AI travel Assistant

Unified AI Agent Core: Driven by Google's gemini-2.5-flash model utilizing a robust, version-proof LangGraph ReAct execution pool. ✈️ Real-Time Flight Schedules: Integrated with SerpAPI to pull live departure/arrival wall-clock hours, carrier flight numbers, and actual fares in INR. 🏨 Dynamic Hotel Search: Tracks open properties, exact nightly room breakdown rates, star rankings, and key perks natively on local maps. 🍽️ Restaurant Review Matrix: Dedicated dining lookups that mine genuine customer feedback snippets, specialties, and location coordinates instantly. 🌤️ Multi-Day Weather Telemetry: Real-time temperature checks paired with structured 3-day look-ahead forecasts leveraging deep API streams. 🧠 Adaptive NLP Architecture: Handles highly complex, multi-layered travel budget constraints while remaining simple enough to auto-generate placeholders for brief queries (e.g., "Hotels in Goa"). 🌙 Premium Interface Design: Elegant layout featuring dynamic card layouts, clean markdown data tables, and a polished, single-click dark mode switch.

Frontend UI: Streamlit (Python) Agent Framework: LangGraph (create_react_agent) LLM Integration: LangChain Google GenAI (ChatGoogleGenerativeAI) Execution Core: Self-contained

robust single-file lifecycle architecture (app.py) to bypass microservice caching issues.

GovEase AI

TanStack Start

TypeScript

React

Tailwind CSS

Education

High School

Kakatiya University · 9.5

Intermediate

Trinity junior college · 9.8

B.Tech