Hi, I'm Ravi Kumawat

AI/ML Engineer | Full-Stack Developer | Research Enthusiast

About Me

Ravi Kumawat

AI/ML Professional & Full-Stack Developer

AI/ML professional with a BS in Data Science and Applications from IIT Madras. Skilled in Machine Learning, Deep Learning, LLMs, Full-Stack Development, and Medical Imaging. Experienced in Generative AI and software engineering through industry roles and research collaborations.

Adept at building production-ready applications, scalable deployments, and applying AI to solve real-world challenges. Currently contributing as a Software Engineer (Founding Engineer, evolvue.ai) at KRISHAI Technologies Pvt Ltd, Bangalore.

🎓 Education

BS in Data Science and Applications from IIT Madras (2021-2025)

💻 Technical Skills

Python, JavaScript, SQL, PyTorch, Flask, Vue.js, AWS, GCP, Docker

🚀 Current Role

Software Engineer (Founding Engineer) at KRISHAI Technologies, building evolvue.ai under Krish Naik

🔬 Research Experience

Deep Learning & Medical Imaging research at IIT Ropar in collaboration with PGIMER Chandigarh

Happenings in Life/Career

12 Feb 2025
AI Agents Fundamentals Certification

Completed AI Agents Fundamentals certification from Hugging Face, gaining expertise in building intelligent AI agents.

1 Feb 2025
Joined KrishAI Technologies Pvt Ltd

Started as Software Engineer (Founding Engineer - evolvue.ai), developing GenAI products under Krish Naik's guidance. Working on backend development and DevOps.

Dec 2024
Completed Research Internship at IIT Ropar

Concluded 8-month research internship working on Deep Learning, CNNs for Computer Vision and Medical Imaging in collaboration with PGIMER Chandigarh. Used MONAI, nnUNet, CVAT, and 3D Slicer.

Oct 2024
DevOps Consultant at Biofield Power Pvt Ltd

Set up CI/CD pipelines using AWS and GCP, collaborated with development team for production-ready code optimization.

Latest Blogs

AWS Deployment Blog

Deploying Flask Applications on AWS EC2

Complete guide to deploying Flask applications on AWS EC2 using Gunicorn and Nginx for production-ready deployment.

SSL Setup Blog

DNS Setup, SSL, and HTTP Configuration

Learn how to configure custom domains, set up SSL certificates with Let's Encrypt, and secure your Flask application.

Internships Blog

International Internship Opportunities

Comprehensive list of international internship and scholarship opportunities for students in STEM fields across the globe.

View All Blogs

Featured Projects

GenAI LMS

GenAI Powered Learning Management System

Full-stack LMS integrating Generative AI with Llama3.1 for personalized learning. Features AI chatbot for doubt resolution and programming assistance. Built with Flask, React.js, MongoDB, and Ollama.

Show Ticketing

Show Ticket Booking Platform

Full-stack web application with Flask backend and Vue.js frontend. Implemented Redis caching, Gmail SMTP, Celery for async tasks, and deployed on AWS EC2 with Nginx reverse proxy.

Urban Waste

Urban Waste Management (Computer Vision)

Applied image preprocessing techniques and trained CNN models for waste classification. Evaluated performance using accuracy, precision, and recall metrics. Built with Python, OpenCV, and PyTorch.

Taxi Fare

Taxi Fare Prediction using Machine Learning

Preprocessed dataset with feature engineering and missing value handling. Trained and compared multiple ML models for fare prediction. Used Python, Pandas, NumPy, and Scikit-Learn.

E-Governance

Customer Retention for E-Governance Services

Case study analyzing customer retention strategies. Cleaned dataset, performed statistical analysis, and created data visualizations. Tools: MS Excel, Pandas, NumPy, Matplotlib.

Time Management

Make Time Count - Productivity Research

Research project on time management and productivity. Reviewed academic papers and business reports, interviewed professionals. Team-based project using Google Docs, GitHub Projects, and Canva.