name: Dev Patel
location: Gainesville, FL π
education: M.S. Computer Science β University of Florida (2024)
role: Research Assistant @ UF
past: Software Developer @ IIT Bombay & BTGPL
current: Building Addiffusion π | Learning System Design π
fun_fact: I speak four languages πconst dev = {
name: "Dev Patel",
pronouns: ["he", "him"],
location: "Gainesville, FL π",
languages: ["English", "Hindi", "Gujarati", "Japanese"],
education: {
graduate: {
degree: "M.S. Computer Science",
school: "University of Florida",
year: 2024,
gpa: "3.8 / 4.0",
},
undergraduate: {
degree: "B.E. Computer Engineering",
school: "Dharmsinh Desai University",
year: 2022,
cgpa: "8.9 / 10",
},
},
roles: {
current: "Research Assistant @ SMILE Lab, University of Florida",
past: [
"Software Developer @ IIT Bombay",
"Software Developer @ Bharat Tyres Pvt. Ltd.",
],
},
askMeAbout: [
"system design",
"distributed services",
"ML/MLOps pipelines",
"full-stack development",
"diffusion models",
"medical AI",
"performance & reliability",
"cloud architecture",
],
technologies: {
languages: [
"Python",
"Java",
"TypeScript",
"JavaScript",
"SQL",
"Go",
"Rust",
"C++",
"C#",
"Dart",
],
frontend: {
frameworks: ["React", "Next.js", "Flutter"],
styling: ["Tailwind CSS"],
design: ["Figma"],
},
backend: {
python: ["FastAPI", "Flask"],
js: ["Node.js", "Express.js", "Next.js"],
auth: ["JWT", "OAuth 2.0"],
},
devOps: {
containers: ["Docker", "Kubernetes"],
cicd: ["GitHub Actions"],
webservers: ["Nginx"],
monitoring: ["Sentry", "CloudWatch"],
os: ["Linux", "Shell Scripting"],
},
cloud: {
aws: ["EC2", "ALB", "RDS", "S3"],
gcp: ["Cloud Run", "AlloyDB"],
other: ["Vercel", "DigitalOcean", "Raspberry Pi"],
},
databases: {
relational: ["PostgreSQL", "MySQL"],
nosql: ["Redis", "MongoDB"],
vector: ["Pinecone"],
},
ml: {
frameworks: ["PyTorch", "Hugging Face Transformers", "Hugging Face Datasets"],
tooling: ["MLOps", "Grad-CAM", "SHAP", "Bayesian Hyperparameter Optimization"],
domains: [
"diffusion models",
"medical image segmentation",
"computer vision",
"Explainable AI",
"fairness auditing",
"neuroimaging",
],
},
tools: ["Git", "Jira", "Sentry", "Figma"],
},
highlightedProjects: {
cacheUp: {
stack: ["MCP", "Python", "FastAPI", "Next.js", "PostgreSQL", "Pinecone"],
description:
"A tech-news summarization platform with vectorized tag search, 100+ posts/day ingestion, 100+ RPS backend throughput, and 99.9% uptime.",
},
addiffusion: {
stack: ["Hugging Face Diffusers", "UnCLIP", "SLERP", "PyTorch"],
description:
"A text-to-image diffusion pipeline with latent interpolation, preprocessing utilities, and improved generation stability.",
},
},
currentFocus:
"Building reliable ML systems, medical AI pipelines, and scalable full-stack products π",
funFact:
"I turn research prototypes into production systems β with fewer bugs and faster p95s β‘",
};Currently under active development β stay tuned!
Languages
Frontend
Backend & Infra
Cloud & DevOps
Databases
ML / Data Science

