B.TECH · COMPUTER ENGINEERING — AI

Uday Nandaniya

AI / ML engineer-in-training — currently on IT support duty for the Government of Gujarat

I train models on the weekend and keep production systems running on weekdays — CNNs for plant disease, LSTMs for stock trends, and a to-do list that recognizes my face and voice.

udayahir84@gmail.com +91 95104 12548 Gujarat, India

Field notes

I'm a 2025 Computer Engineering (AI) graduate from Marwadi University, where most of my coursework turned into shipped mini-projects rather than slides — heart disease classifiers, a hospital management system, and a plant disease detector trained on five thousand-plus leaf images. Since July 2025 I've been working as an IT Support Engineer at Dev Information Technology Ltd., posted with the Department of Information, Government of Gujarat.

What I'm actually good at: getting a model from "runs on my laptop" to "gives a defensible accuracy number," and staying calm when a support ticket and a training run compete for attention at the same time.

STATUS: ACTIVELY BUILDING

Experience

IT Support Engineer

Dev Information Technology Ltd. — appointed to the Department of Information, Government of Gujarat

JUL 2025 — PRESENT
  • Provide on-site IT support for a government department, troubleshooting hardware, software, and network issues under real deadlines.
  • Bring an engineering mindset to support work — documenting recurring issues and looking for root causes, not just quick fixes.

Model cards

86.97%ACCURACY

Plant Disease Detection

MAJOR PROJECT · JAN – MAY 2025
Task
Classify plant leaf disease across 8 plant types
Data
5,000+ labeled leaf images
Stack
Python, VGG16 (CNN)
~70%ACCURACY

To-Do List — Face & Voice

MINOR PROJECT · JUN – DEC 2024
Task
Secure task list with biometric access
Approach
OpenCV face authentication + voice-based add / update / delete
Constraint
Accuracy capped by available compute
61%ACCURACY

Stock Trend Prediction

JUL – DEC 2024
Task
Forecast stock trend direction
Stack
Python, LSTM (Long Short-Term Memory)
Note
Tested against real-world market data — the honest number
88%ACCURACY

Hospital Management System

ADVANCED ML · JAN – JUL 2024
Task
Heart attack risk prediction inside a hospital workflow app
Model
Logistic Regression
Stack
Python, Django, PHP, HTML/CSS
80%ACCURACY

Heart Disease Prediction

ML ESSENTIALS · JUL – DEC 2023
Task
Predict presence of heart disease from patient data
Model
Logistic Regression, cross-checked with LSTM

Ledger

LanguagesC, C++, Java
ScriptingPython
DatabasesMySQL
ConceptsMachine Learning & Deep Learning
Python coding Advanced machine learning Deep learning Blockchain technology Teamwork Communication Leadership Business administration Digital marketing

Education

B.Tech, Computer Engineering (AI)

Marwadi University (NAAC A+)

2021 – 2025 · CGPA 6.72

Higher Secondary

Utkarsh School of Excellence

2020 – 2021 · 75.4%

Matriculation

Genius English Medium School

2019 · 73.6%

Certifications & beyond

Certifications

  • C for Everyone (Coursera)
  • AWS Cloud Foundations
  • Database Programming with SQL
  • Object Oriented Programming in Java
  • Machine Learning with Python
  • Python for Everybody
  • Data Structures and Algorithms
  • AI for Everyone

Extracurricular

  • Vice Chairman, IEEE Computer Society (2023 – 2024)
  • Student Organizer, MU Fest 2024
  • Languages: English, Hindi, Gujarati