Advay Singh | Software Developer

Hi, I'm Advay Singh.

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I'm an ambitious Software Developer/Computer Scientist who's always eager to learn more and apply my knowledge!

About

I'm a passionate undegraduate Computer Scientist at the University of Michigan. I enjoy development and analysis, and am always open to learn more! My coursework, club experience, and personal projects have provided me coding expeirence in Python, C++, SQL, HTML, incorperating various frameworks. I aim to steer my technical skills to make a real-world impact! To this end, I am eager to collaborate and expand my knowledge across various technologies.

Languages: Python, C, C++ Java, HTML/CSS, Bash
Databases/Scraping: MySQL, PostgreSQL, Selenium
Libraries: NumPy, Pandas, Scikit-learn, matplotlib
Frameworks & Techonologies: Git, Github, Keras, TensorFlow, PyTorch, Google Cloud

I'm open to opportunities aimed at enriching my software development skills, advancing proficiency in data scripting, and actively seeking to incorporate and leverage cloud technologies in my work.

Experience

Michigan Data Science Team

Project Lead Training Manager

Work closely with project leads managing 30+ engineer teams. Attain leadership and managerial experience.
Gained web-scraping experience familiarizing beautiful soup library. Generated weekly refreshing ”Shein E-commerce Price Tracker” with email based UI. Technologies: Terminal, Python, HTML, Jupyter Notebook, Selenium, Beautiful Soup, Action Chains, imap and smt libraries.
Developed multi-layered neural networks from scratch. Implement them to classify various visual datasets
Gained experience with Perceptrons, gradient decent, and mathamatical functions: Sigmoid, RELU, Linear, etc.
Tools: Python, Jupyter Notebook, Selenium, Pytorch, Tensorflow, Keras, NumPy, Pandas

Aug 2023 - Present | Ann Arbor, Michigan

Projects & Publications

                
DSS for Skin Disorders
                  CNN based Decision Support System for skin disorder diagnosis
                
AccomplishmentsTools:  Python, Pandas, Google Colab, Jupyter Notebook, Tensorflow, Xcode
Facilitation of skin disorder diagnosis through ML rather than clinical prognosis.
Employed pre-existing, multi-layered CNNs fine-tuned for HAM10000 dataset
Discovered numerical concepts behind convolution, pooling, and feature detection.
Accessed pre-trained CNNs: DesNet, AlexNet, ImgNet.

Euchre Card Game
                  GUI Friendly Euchre Card Game
                
                Accomplishments
                Tools: C, C++, VS Code, SDL2, Git
Created a playable Ecuhre Card game boasting large test case framework
Currently using SDL2 library to employ a GUI for online players

Flappy Bird
                  Arduino Matrix Pannel Gameboard
                
AccomplishmentsTools: C++, C, Arduino IDE.
Play interactive flappy bird game.
Devekoped using analog potentiometer and ditial buttons.

SHEIN E-commerice Web-Scraper
                  Gmail based weekly Shein E-commerce price optimizer
                
AccomplishmentsTools: Selenium, Beautiful Soup, Python, Jupyter Notebook, IMAP, SMT
Collaborated on scraping Shein's website using beautiful Soup, and Selenium.
Used the IMAP and SMT libraries to attain input and deliver output via email.
Determined price-changes throughout the week to limit dishonest deals.

AI on the Labor Market
                  Analysis on AI's impact on the labor market. An informative article.
                
AccomplishmentsArticle Analyzed the impact of AI on the labor market. Referenced various sources to conclude that AI may provide more job openiengs rather than boost unemployment.

The Downsides of AI: Monopolizing Markets
                  Analysis on Generative AI's impact on technological firms. An Op-ed
                
AccomplishmentsOpenion based article discussing possibility of market monopolization and it's impact on consumers thanks to recent Gen AI spike. Scholarly Reviewed.