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Hi, I'm Umang Patel. đź‘‹

I'm a Software Engineer, I build innovative and efficient software solutions to power the future.

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About

The first time I saw a computer was at my father’s workplace. I was young and curious about how these machines worked. Fast forward to today, I am pursuing my master’s degree in Software Engineering at San Jose, continuing to explore and fulfill my curiosity. I’ve had the privilege of building software programs for personal projects, a university, and an IT service company.

My main focus these days is building simple and effective software that integrates seamlessly with AI models. I thrive at the intersection of design and engineering, creating solutions that are both functional and beautifully designed, leveraging the power of Artificial Intelligence.

When I’m not at the computer, you can find me pushing my limits at the gym, watching Formula 1, enjoying quality time with friends, or unwinding with a good Netflix series.

Research & Publications

IEEE CISOSE 2024 Presentation

IEEE International Conference on Artificial Intelligence Testing

JULY 2024

I led a team project that excelled in computer vision testing, utilizing our professor's innovative AI testing methods and tools. Our exceptional work set new standards and culminated in an AI-voiced video presentation showcasing our methodologies and findings. This presentation was selected for inclusion in our professor's upcoming keynote at the prestigious IEEE AI Testing 2024 conference, highlighting the significance of our contribution to AI testing.

Experience

Founder & Developer

InnoAIve

MAY 2023 - Present

Currently developing a business proposal and working on a prototype for an innovative platform integrating artificial intelligence. While in the early phases of development, this project showcases my entrepreneurial spirit and commitment to advancing AI technology. Specific details remain confidential as I work towards creating a groundbreaking solution.


Student Software Engineer

IBM x SUNY Oswego

AUG 2022 - DEC 2022

Collaborated with multiple teams to engineer software for retrieving and displaying key messages from Discord onto a dedicated website, enhancing user experience and content access. Gained hands-on experience with cutting-edge IBM technologies and methodologies. Improved project efficiency by 20% and mastered agile methodologies, ensuring 100% on-time project completion.

View Full Resume

Projects

AI-Powered Predictions: Finance, Health, and Markets

BitSmart Console - Bitcoin Prediction

BitSmart Console - Bitcoin Prediction

Built a lightweight model to predict Bitcoin prices, achieving over 85% accuracy and ranked third-best model in class for swing trading strategies.

Python Machine Learning Random Forest ARIMA LSTM Feature Engineering
/umangptl/BitSmart-Console
PriceVision - AI stock prediction web

Tele & Mental Health - Data Mining

Developed an interactive web app to analyze and visualize trends in telehealth and mental health services, enhancing accessibility to health support.

Python Streamlit Data Mining Data Visualization Healthcare Analytics
/umangptl/Tele-n-Mental-Dynamics
Tele & Mental Health - Data Mining

PriceVision - AI stock prediction web

Created a full-stack machine learning web app, leveraging LSTM for stock price prediction and integrating news updates using news API.

Python Neural Networks LSTM React Flask API Integration
/umangptl/PriceVision

AI and Robotics: Testing, Recognition and Radar

Seeing-AI- Testing

Seeing-AI- Testing

Designed an automated testing for SeeingAI application using Appium and Selenium, implementing partial text matching to verify apps accuracy, enhancing test efficiency and reliability

Appium Selenium Java Automation Testing Android SDK
/umangptl/Test-Automation
Character Recognition - IOS APP

Character Recognition - IOS APP

Developed an iOS app for handwritten number recognition using CoreML and Vision frameworks with a trained MNIST model.

CoreML Vision Framework iOS Development Machine Learning Objective-C
/umangptl/App-Handwritten-Recognition
Robot Radar - GoPiGo

Robot Radar - GoPiGo

Developed an obstacle detection and visualization app for Raspberry Pi robots using sensors, for navigation and obstacle avoidance capabilities.

Python Ultrasonic Sensors Raspberry Pi Robotics Obstacle Detection
/umangptl/RobotRadar

Smart Systems: Applications, Tickets, and Social Platforms

SilverTheater - Ticket booking sys

SilverTheater - Ticket booking Sys

Developed comprehensive ticket booking system to streamline the process of reserving seats for movies. This application features both user and admin functionalities.

Java Spring Boot HTML/CSS MySQL JavaScript CI/CD
/umangptl/SilverTheater
SkillMatch - Application Tracking Sys

SkillMatch - Application Tracking Sys

Orchestrated end-to-end development of an enterprise application, a career portal for job seekers and recruiters, incorporating features like job listing management, and analytics

AWS React.js MongoDB JWT Google SSO RESTful APIs Jenkins
/umangptl/SkillMatch
PostMaker - Discord Webpage

PostMaker - Discord Webpage

Collaborated with mutiple teams to engineer a software app for retrieving and displaying pinned messages from Discord onto a dedicated website, enhancing user experience and content access.

Java React Docker Discord API Open Liberty Requirement Analysis
/umangptl/PostMaker
View Full Project Archive

Get In Touch!

I'd love to connect and discuss potential collaborations, share insights, or explore opportunities. Feel free to reach out!