PRERANA A S
@preranaas
I build IoT, embedded, and AI systems for real-world automation.
IndiaWhat I'm looking for
I've built practical engineering systems spanning IoT automation, embedded monitoring, and AI-powered applications.
For an IoT-based hydroponics system, I integrated pH, EC, TDS, water-level, temperature, humidity, and water-temperature sensors, adding automated TDS/NPK and temperature control with remote alerts through Blynk IoT.
I also designed an automatic infusion monitoring system using fuzzy logic to identify low fluid levels, blockages, and abnormal drip rates in real time.
My tomato leaf disease detection model classified 10 diseases with 97.1% accuracy using transfer learning and Streamlit, and I presented the work at the ICICC 2026 International Conference. I enjoy applying ESP32, Arduino, Verilog HDL, and AI tools to innovative engineering solutions.
Experience
Work history, roles, and key accomplishments
Automatic Infusion Monitoring System
Academic Project
Sep 2025 - Dec 2025 (3 months)
Designed system to monitor IV fluid level and drip rate in real time. Implemented fuzzy logic–based alert/control for abnormal flow conditions and generated alerts for blockage, low fluid level, and drip anomalies.
Tomato Leaf Disease Detection
Academic Project
Oct 2025 - Nov 2025 (1 month)
Built an image classification model for 10 tomato diseases using transfer learning. Achieved 97.1% accuracy and deployed using Streamlit, and presented at ICICC 2026 international conference.
AI Based Trip Itinerary Planner
Academic Project
Mar 2025 - May 2025 (2 months)
Built AI-driven travel recommendation system using NLP and Gemini AI. Integrated OpenWeatherMap API for weather-aware itinerary generation and enabled personalized trip planning based on user preferences.
IoT Based Hydroponics System
Academic Project
Oct 2024 - May 2025 (7 months)
Integrated pH, EC, TDS, water level, temperature, humidity, and water temperature sensors. Implemented real-time monitoring, automated TDS/NPK and temperature control, and enabled remote monitoring and alerts using Blynk IoT platform.
Education
Degrees, certifications, and relevant coursework
BMS College of Engineering
Bachelor of Engineering, Electronics and Telecommunication
2022 -
Grade: 8.44 CGPA
Pursuing a Bachelor of Engineering in Electronics and Telecommunication with a CGPA of 8.44.
ASC Independent PU College
Class 12/2nd PU, Pre-University
2022 - 2022
Grade: 97.16%
Completed Class 12/2nd PU with a grade of 97.16%.
The New Cambridge High School
Class 10, Secondary Education
2020 - 2020
Grade: 94.7%
Completed Class 10 with a grade of 94.7%.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
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