I'm Aryan Vijaywargia, a Fullstack Engineer.
I love building intelligent systems that take things to the next level - creating ML models for real-world applications, automated data pipelines, and stunning user-experiences that make you feel WOW!.I am always keen to learn and explore new technologies, frameworks and programming languages. Currently, I'm exploring PyTorch and MLFlow.
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About Me
I'm a Cape Town based Web Developer and Entrepreneur. My focus area for the past few years has been front-end development with Next.js, Typescript, and TailwindCSS to create beautiful user- and developer experiences that bring delight.
I've spent most of my life deeply interested in technology and food, continuously building things with both. As a teenager, I was a classic computer nerd, spending most of my times messing with the computer, doing 1 of 4 things: Modding games and figuring things out. Tinkering with hardware, building computers. Developing websites with FrontPage 98 and Flash. And of course, playing games.
My Journey
Checkout my work.
Forex Trading Recommendation System
Built a CNN-LSTM model combining Twitter sentiment analysis with FOREX time series data to generate trading recommendations.
OpenCV Sudoku Solver
Image processing pipeline using VGG-16 for digit recognition achieving 99.3% accuracy on handwritten digits.
Deep Handwriting Synthesis
Attention-based encoder-decoder RNN for generating realistic handwritten text from input strings.
Pothole & Triple Rider Detection
Real-time detection system using YOLOv5 trained on dash camera footage for traffic safety monitoring.
Earthquake Precursor Detection
LSTM-based system for ionospheric parameter forecasting and earthquake precursor anomaly detection with F1 score of 0.78.
EV Charging Optimization
Time series clustering for electricity consumption profiles to optimize EV charging schedules for EnergyHub.
Hailstorm Severity Prediction
LSTM-based model for predicting hailstorm severity using meteorological data from IMD.