Artificial Intelligence & Data Science Full-Stack Development Machine Learning IoT Systems CGPA 9.18 React · FastAPI · Python Open to Opportunities AI & Data Science Full-Stack Development Machine Learning IoT Systems CGPA 9.18 React · FastAPI · Python Open to Opportunities
B.Tech · Artificial Intelligence & Data Science · REVA University

MeghanaUllas.

Building end-to-end AI-powered systems — from QR-based provenance platforms to deployed ML pipelines and smart robotic prototypes. I turn data into decisions and ideas into production software.

6+
Live Projects
9.18
CGPA
Top 10
Hackathons
6
Certifications
Meghana Ullas
About

The engineer behind the code

📋 Contact & Links
📱
Phone
+91 8088*****5
📍
Location
Bangalore, Karnataka, India

I'm a B.Tech student in AI & Data Science at REVA University, maintaining a 9.18 CGPA while shipping production-grade software. My projects span the full stack — from React frontends and FastAPI backends to ML pipelines and IoT robotics.

What drives me is the gap between data and decisions. Whether it's a QR-based agricultural provenance system that cuts verification time by 80%, a churn model deployed with a live API, or a geolocation-powered places recommender — I build things that solve real problems and run in production.

When I'm not coding, I'm volunteering at university fests, competing in hackathons (Top-10 twice), and pursuing certifications from IBM, Tata, and Datacom.

LanguagesPython, Java, C, C++, JavaScript, SQL
AI / MLScikit-learn, Pandas, Plotly, LLM APIs, Auto-ML
WebReact (Vite), FastAPI, Flask, Streamlit, Uvicorn
DatabasesMySQL, MongoDB
Cloud / DevOpsRender, Vercel, Streamlit Cloud, Git, GitHub
EmbeddedArduino, GSM Modules, Sensor Integration, C++
Work

Projects I've Worked on

01
LiveFull-StackQR / IoT
AgroLedger — Farmer Provenance
Python · REST API · React (Vite) · QR Code

QR-based agricultural provenance system enabling real-time verification of produce — reducing verification time by ~80%. A 3-tier web app handling batch registration and retrieval in under 1 second using JSONBin cloud storage and qrcode.react.

02
LiveMLBackend + Frontend
Bank Customer Churn Prediction
Scikit-learn · FastAPI · Streamlit · Render

End-to-end deployed ML system on 7,043 records. Logistic Regression in a Scikit-learn Pipeline (OHE + StandardScaler) achieves ~80% accuracy with zero data leakage. FastAPI on Render exposes a public /predict endpoint; Streamlit Cloud provides the interactive frontend.

03
LiveFrontendGeolocation
Smart Places Recommender
React (Vite) · Geolocation API · Geoapify · Vercel

Context-aware recommendation app delivering real-time, mood-driven destination suggestions. Fetches up to 50 POIs per query via Geoapify Places API with sub-10-meter precision. Achieved a 95+ Lighthouse score. Zero-framework, component-based UI with dark mode and favourites.

04
SQLDatabase Design
Student Management System
MySQL · Schema Design · Views · Triggers

5-table normalised MySQL schema (1NF–3NF) covering students, courses, enrolments, grades, and instructors with full foreign-key integrity. VIEWs for reusable grade reports and TRIGGERs for automated integrity checks. Complex JOINs and aggregations power top-performer analytics.

05
LiveAI / LLMAuto-ML
AI Data Analyst
Python · Streamlit · LLM Integration · Plotly

Production-ready Streamlit app with a zero-code Auto-ML pipeline and a natural language "Smart Assistant" for rapid dataset profiling and automated anomaly detection. Transforms raw CSV data into interactive Plotly visualisations and executive PDF reports — reducing manual analysis time by ~60%.

06
EmbeddedIoTRobotics
Smart Navigation & Obstacle Detection Robot
Arduino · C++ · Sensor Array · Embedded Systems

Intelligent robotic prototype using Embedded C for real-time obstacle detection with 90% navigation accuracy. Automated path-correction routines decreased route latency by 20% — translating core autonomous vehicle concepts into a functional, low-latency embedded system.

Education

Academic background

B.Tech — Artificial Intelligence & Data Science
REVA University · Bangalore, Karnataka, India
2023 – 2027
9.18 / 10
Class XII — Science
Mount Carmel PU College · Bangalore, Karnataka, India
2023
91%
Class X — ICSE
St. Charles High School · Bangalore, Karnataka, India
2021
82.83%
Certifications

Credentials & courses

☁️
Cloud Computing Fundamentals
IBM
📊
Big Data Fundamentals
IBM
🔬
Getting Started with Enterprise Data Science
IBM
🛠️
Software Development
Datacom
🤖
GenAI Powered Data Analytics
Tata
📈
Data Visualization
Tata
Highlights

Beyond the classroom

🏆
Top 10 — AI RENA 2.0 Hackathon
REVA University
🥇
Top 10 — CODE4CHANGE Hackathon
REVA University
🎉
Volunteer Coordinator — KHEL KHOJ Fest
Coordinated fun activities & cultural games for a large-scale university-wide cultural festival (2023)
Academic Excellence
Maintaining 9.18 CGPA in B.Tech AI & Data Science — top of class