Welcome to my page!
I'm Yug, a 20 year old AI/ML developer/researcher and a 3rd year UG CS student. (Also a self-proclaimed writer :))
My research repos are currently private since they have some results our research manuscripts haven't yet updated. If you'd like to take a look please let me know.
const yug = {
pronouns: "He" | "Him",
code: ["Tensorflow", "Numpy | Pandas | etc", "Javascript", "Python"],
askMeAbout: ["AI/ML - best :)", "Research", "Data Science", "Web Backend", "App Dev"],
technologies: {
backEnd: {
js: ["Node", "Express"],
python: ["Flask", "FastApi"],
},
mobileApp: {
crossPlatform: ["Flutter"],
},
devOps: ["Docker🐳", "CI/CD", "GPU Workloads for ML"],
databases: ["PostgreSQL", "MongoDB", "Oracle SQL", "redis"],
},
ai/Ml: {
research: {
currentAreas: ["Novel Activations", "Loss Functions", "Neural Network Layers", "Theory of Deep Learning"],
publishedPapers: 2
},
aboutMe: {
projects: ["Rekindle (refurbishing)", "Duality of Weights", "Custom RNNs", "A few private repos (public soon)"],
interesting: ["Trained a VGG-19 from scratch on ImageNet (1.5 million images) - 2 ArXiv Papers",
"Currently working and training on 2 NVIDIA RTX A5000s,
getting some A/L40s and trying to set up a distributed system for training really deep models 😁",
"Implementing my own RNN/GRU/LSTM currently, with novel cell state passing 😎",
"Interned for a US MIT Startup and BDL (Ministry of Defence, India)"],
goals: ["Hmm... MS/CS-AI sounds interesting"]
}
},
currentFocus: "Growing, building, and growing again",
funFact: "I'm currently trying to beat ReLU"
};
Github Stats ⚡