March 15, 2024
Building Scalable AI Applications
Exploring the architecture patterns and best practices for building production-ready AI applications that scale with your user base.
AIArchitectureScalability
8 min read
Ranveer Singh
CS Student @ Princeton University | Full-Stack Developer | Machine Learning Enthusiast
PROJECTS & EXPERIMENTS
ref: WS-2024-001╷ WS-2024-PROJECT-1
Bollywood Movie Recommender
A machine learning algorithm built with Python using pandas, numpy, and PyTorch to recommend Bollywood movies based on user preferences. Features an interactive web interface for seamless user experience.
#Python#PyTorch#Pandas#NumPy#React#Flask
Explore→
╷ WS-2024-PROJECT-3
DentalConnect
An AI-powered diagnostic platform for dental care that makes preventative care and accurate diagnostics more accessible. Patients can upload photos to receive instant visual reports highlighting potential issues like cavities, gingivitis, or discoloration. Built with computer vision models trained on 10,000+ dental images.
#Python#React#FastAPI#AWS#SageMaker#MongoDB#Tailwind
╷ WS-2024-PROJECT-6
SimplyResearch
A Ruby on Rails web application where users can upload PDF files of research papers and generate custom slides, summaries, and infographics in seconds. Features Google OAuth authentication and automated content generation.
#Ruby on Rails#JavaScript#HTML#SCSS#Docker#Fly.io
ABOUT ME
ref: WS-2024-002From developing AI-powered recommendation systems to creating intuitive iOS applications, I enjoy tackling complex problems and turning ideas into reality. I'm particularly interested in the intersection of ML and linguistics, constantly exploring how technology can enhance human communication.
When I'm not coding, you'll find me cooking with my family, strategizing over board games, or making tech related instagram reels @rsingh.daily.
Skills & Technologies
Languages
PythonJavaScriptTypeScriptJava
Frameworks
ReactNext.jsFastAPITensorFlow
Tools
GitFigmaDockerAWS
Specifications
Experience5+ Years
Projects50+
Contributions200+
LocationPrinceton, NJ
ENGINEERING JOURNAL
ref: WS-2024-003March 1, 2024
The Future of Web Development
A deep dive into emerging technologies and frameworks that are shaping the future of web development and user experiences.
Web DevFuture TechTrends
6 min read
February 20, 2024
Optimizing React Performance
Practical techniques and strategies for optimizing React applications, from code splitting to memoization and beyond.
ReactPerformanceOptimization
10 min read
GET IN TOUCH
ref: WS-2024-004Have a project in mind or want to collaborate? I'd love to hear from you. Let's build something amazing together.