I am a B.Tech student with a strong foundation in full-stack mobile development, artificial intelligence, and cloud-based systems. My technical expertise spans Flutter, React Native, Firebase, Supabase, MongoDB, Firestore, and SQL databases. I have implemented and deployed deep learning models such as Inception V3 and VGG16, and machine learning algorithms including Decision Trees and Random Forests (for both classification and regression).
I have built and deployed scalable solutions that integrate LLMs (Gemini API), Flask-based APIs, real-time satellite data from Google Earth Engine. My focus is on creating intelligent, real-time applications that are both impactful and production-ready.
Mobile Development
Flutter, React Native
Backend & Databases
Flask, Firebase, Supabase, Firestore, MongoDB, SQL (MySQL)
Cloud Platforms
Google Earth Engine, Firebase Hosting
AI, Machine Learning, and LLMs
LLMs (Gemini API), RAG (FAISS + Sentence Transformers), Decision Trees, Random Forest (Classification & Regression), Inception V3, VGG16
Frontend Development
Vite, TypeScript
Tooling and Integration
Selenium, REST APIs, JSON-based data pipelines, Flask-CORS
AI-Powered Farming App
An intelligent mobile solution that leverages deep learning and satellite imagery to support precision agriculture.
- Built with Flutter and React Native, integrated with Firebase and AWS
- Implemented rainfall prediction, crop yield forecasting, crop recommendation, and land/crop classification
- Used Google Earth Engine with Sentinel-1 data for real-time satellite analytics
- Backend powered by Flask and ML/DL models for predictive analytics
AI Chatbot for KMIT
A conversational assistant for Keshav Memorial Institute of Technology, deployed on the college website.
- Powered by Gemini LLM and RAG (FAISS + Sentence Transformers)
- Queries resolved using Supabase-stored JSON and real-time scraped content via Selenium
- Deployed with Flask backend (CORS enabled) and Vite + TypeScript frontend
- Capable of smart redirects and context-aware navigation for students and faculty
Email: samreenf3112@gmail.com
LinkedIn: linkedin profile