🎓 B.Tech Computer Science Engineering Student (2029) 🤖 Passionate about Machine Learning, Applied AI, IoT & Intelligent Systems 🌱 Exploring Full-Stack Development, Open Source & Scalable AI Systems

🔗 Connect with me:

• GitHub: https://github.com/JohriSumati-ops
• LinkedIn: https://www.linkedin.com/in/sumati-johri-3223bb381/

I am a Computer Science Engineering student (B.Tech ’29) passionate about building AI-driven and user-centric solutions that solve practical real-world problems.

My work combines Machine Learning, Applied AI, IoT, and Web Development to create systems that are intelligent, practical, and impactful.

• 🤖 Building Machine Learning models
• 🌐 Developing ML-powered web applications
• 🚀 Participating in hackathons & innovation challenges
• 💡 Solving practical problems through technology
• 🌱 Contributing to Open Source

Currently contributing as a GSSoC’26 Contributor while exploring scalable AI systems and modern software engineering.

Built and presented a winning solution during TRYST 2026 at IIT Delhi, strengthening innovation, rapid prototyping, and problem-solving skills under competitive constraints.

Received a Special Mention for Mars Journey, an immersive frontend web experience focused on UI/UX creativity and interaction design.

Worked on solving practical industrial challenges through structured problem-solving and solution ideation.

Actively contributing to open-source projects while improving collaboration, debugging, and software engineering practices.

Python HTML CSS JavaScript

Scikit-Learn Pandas NumPy Classification Regression Feature Engineering Model Evaluation

Streamlit Gradio Git GitHub Jupyter Notebook

Machine Learning Applied AI Agentic AI IoT Systems Predictive Analytics Frontend Development Open Source

Smart street lighting system using ESP8266/ESP32, IR sensors, ThingSpeak analytics, and Computer Vision for vehicle detection and energy optimization.

Highlights

• Smart automation
• Vehicle detection & counting
• IoT monitoring
• Energy efficiency optimization

🔗 Repository: https://github.com/JohriSumati-ops/IOT-STREET-LIGHT-SIMULATION

An Agentic AI platform helping students after Class 12 explore suitable undergraduate pathways based on interests and aspirations.

⭐ Rated 4.6/5 by users

Highlights

• Agentic AI workflow design
• Personalized guidance
• User-centric academic support

🔗 Repository: https://github.com/JohriSumati-ops/AI-Career-Guidance-Agent

🔗 Live Agent: https://agent.ai/profile/pt5pkd2mnav9v292

Machine Learning model predicting whether customers complete flight bookings based on booking behavior and travel preferences.

Tech Used: Machine Learning Data Processing Streamlit

🔗 Repository: https://github.com/JohriSumati-ops/BA-CUSTOMER-BOOKING-PREDICTOR-MODEL

Machine Learning project detecting fraudulent financial transactions using supervised learning on imbalanced datasets.

Highlights

• Fraud prediction model
• Gradio deployment
• Model persistence using dill

🔗 Repository: https://github.com/JohriSumati-ops/CREDIT-CARD-FRAUD-DETECTION

Healthcare prediction project using Linear Regression intentionally on a classification problem to study model assumptions and limitations.

🔗 Repository: https://github.com/JohriSumati-ops/HEART-DISEASE-DETECTION-LINEAR-REGRESSION

An immersive frontend web experience focused on storytelling, UI/UX, and interaction design.

🔗 Repository: https://github.com/JohriSumati-ops/mars-journey

Worked on:

• Data preprocessing
• Model development & evaluation
• Machine learning workflows
• Practical ML problem solving

Created structured and engaging digital content while strengthening communication skills.

Worked on collaborative writing, research-driven content, and organizational outreach initiatives.

• Advanced Machine Learning
• Hyperparameter Tuning
• Scalable AI Systems
• Full Stack Development
• Open Source Engineering

• AI/ML Projects
• Open Source Contributions
• Hackathons
• Innovative Problem Solving

⭐ "Building technology that is intelligent, practical, and meaningful."