Intro to Machine Learning
Learn core machine learning concepts including decision trees, random forests, and basic model validation techniques.
Hi! 👋
I'm Ayush Satvara
Full Stack Developer & AI/ML Enthusiast
Crafting human-centered digital experiences
🙏 Welcome to my portfolio 🙏 . I am a Computer Science Master's candidate at the New York Institute of Technology, with a deep focus on Artificial Intelligence and Machine Learning. Building on my foundation in Information Technology and practical experience as a Frontend Developer, I am dedicated to bridging the gap between theoretical knowledge and impactful application.
My recent work involves extensive use of Python🐍 and its data science libraries, including Pandas and Scikit-learn, to analyze data and build predictive models. I am a proactive learner, having completed several Kaggle courses in Machine Learning and Pandas to continuously sharpen my skills. I am eager to apply my academic knowledge and technical abilities to solve complex problems in the tech industry.
Certifications
Machine Learning with Python
Building, training, and deploying predictive models for regression, classification, and clustering to solve real-world problems.
Intermediate Machine Learning
Advanced techniques including missing value handling, categorical variables, pipelines, and cross-validation strategies.
Pandas
Master data manipulation and analysis using Pandas for Data cleaning, Transformation, and exploratory data analysis.
Android Studio Masterclass - App Development
Complete Android app development training covering UI design, activities, intents and databases
Introduction to Programming (Python)
Foundational programming skills using Python, covering basic syntax, variables, loops, and problem-solving techniques.
Python Programming
Comprehensive Python fundamentals including syntax, data structures, functions, and object-oriented programming concepts.
Development Journey
How I Built This Portfolio - A Full-Stack Journey
01
🎨 Planning & Design
Conceptualized a modern, responsive portfolio to showcase my skills and projects.
Figma
UI/UX Design
Responsive Layout
02
💻 Frontend Development
Built an interactive, mobile-responsive interface with smooth animations and modern design.
HTML5
CSS3
JavaScript
Flexbox & Grid
03
⚙️ Backend Development
Implemented a robust Django backend with forms, database models, and admin panel.
Python
Django 4.2
SQLite
Django Forms
04
📦 Static Files Management
Configured static file serving with WhiteNoise for efficient asset delivery in production.
WhiteNoise
collectstatic
CDN-ready
05
🚀 Deployment & DevOps
Deployed to Google Cloud Run with Docker containerization and configured custom domain.
Docker
Google Cloud Run
Gunicorn
CI/CD
06
🌐 Domain Configuration
Configured custom domain with GoDaddy DNS, SSL certificates, and domain forwarding.
GoDaddy DNS
CNAME Records
SSL/TLS
HTTPS
Complete Tech Stack
Frontend
HTML5, CSS3, JavaScript, Responsive Design
Backend
Python, Django 4.2, SQLite, Django Admin
DevOps
Docker, Google Cloud Run, GitHub, WhiteNoise
Tools
Git, VS Code, Gunicorn, GoDaddy DNS