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urvidesai02/README.md
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Typing SVG

πŸ‘©β€πŸ’» About Me

class UrviDesai:
    def __init__(self):
        self.name = "Urvi Desai"
        self.role = "MS Computer Science @ Rutgers"
        self.location = "New Jersey, USA"
        self.gpa = {"masters": 3.8, "bachelors": 9.33}

    def skills(self):
        return ["ML/AI", "Full Stack", "IoT", "Data Analysis"]

    def currently_learning(self):
        return ["Advanced Deep Learning", "ExplainableAI"]

  • πŸŽ“ MS in Computer Science at Rutgers University (2025-2027)
  • πŸ’Ό Former Lead Engineer at Seriate Innovations, IIT Bombay
  • πŸ† B.Tech from MIT WPU with 9.33/10 GPA
  • πŸ”¬ Published researcher in Digital Twins, NLP, and Sports Analytics
  • ⚑ Passionate about building systems that solve real-world problems

πŸ› οΈ Tech Stack

Languages

Python Java C++ C JavaScript

AI / ML

TensorFlow PyTorch Keras scikit-learn OpenCV

Web Development

Angular Flask Node.js PHP Flutter

Databases

MySQL MongoDB InfluxDB

IoT & Tools

Raspberry Pi Git MQTT


πŸ’Ό Experience

Role Company Duration
πŸš€ Lead Engineer - IoT, ML & Web Seriate Innovations, IIT Bombay Aug 2024 - Apr 2025
πŸ’» Software Associate (Intern) Capgemini India Jun 2023 - Dec 2023
πŸ” Click to see details

Seriate Innovations, IIT Bombay

  • Led a team of Computer and Electronics Engineers
  • Designed scalable distributed IoT solutions (Raspberry Pi, ESP32)
  • Built real-time data pipelines using MQTT and InfluxDB
  • Developed ML models and Angular web applications

Capgemini India

  • Built RESTful APIs with Flask and MongoDB
  • Implemented real-time systems with WebSockets
  • Developed Angular frontends with data visualization

πŸš€ Featured Projects


🧭 Robot Localization - POMDP

Robot navigates a grid with imperfect sensors using Partially Observable MDPs. Implements A* search, Bayesian belief updates, and a neural network trained to predict optimal actions from belief states.

🎬 Movie Recommendation - PageRank

Personalized movie recommendations using PageRank on a user-movie bipartite graph. Random walks with restart compute relevance scores, capturing multi-hop relationships beyond simple collaborative filtering.

πŸ”¬ Skin Cancer Detection

CNN architecture for melanoma classification achieving highest accuracy on the dataset

🧠 Alzheimer's Detection

ML model using genetic data and biomarkers for disease classification

πŸš— Intelligent Traffic Monitoring System

Real-time object tracking system to detect wrong-way vehicles and raise alarms

🌊 Digital Twin - Subsea System

Live monitoring and simulations for subsea lab components


πŸ“œ Publications

πŸ“„ Title 🏷️ Topics
Developing a Digital Twin of the Subsea System Digital Twin Regression Flask Blender
NLP for Identification of Cognitive Impairment BERT NLTK Sentiment Analysis
Advancements in Football Analytics: Optimizing xG Data Generation Regression Visualization
Smart Agriculture – Soil Temperature Forecasting Data Analysis Weather Data Regression

πŸŽ“ Certifications

πŸ’œ Thanks for visiting! Let's connect and build something amazing together! πŸ’œ

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